Mihaela van der Schaar

IEEE Trans. Artif. Intell., June, 2024

Linear Deconfounded Score Method: Scoring DAGs With Dense Unobserved Confounding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2024

Generalization - a key challenge for responsible AI in patient-facing clinical applications.

[BibT_eX]

[DOI]

Lea Goetz

Robert Vandersluis

npj Digit. Medicine, 2024

Causal Deep Learning: Encouraging Impact on Real-world Problems Through Causality.

[BibT_eX]

[DOI]

Found. Trends Signal Process., 2024

Autoformulation of Mathematical Optimization Models Using LLMs.

[BibT_eX]

[DOI]

Nicolás Astorga

CoRR, 2024

Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient Boosting & Beyond.

[BibT_eX]

[DOI]

CoRR, 2024

Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments.

[BibT_eX]

[DOI]

Paulius Rauba

CoRR, 2024

Matchmaker: Self-Improving Large Language Model Programs for Schema Matching.

[BibT_eX]

[DOI]

CoRR, 2024

Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models.

[BibT_eX]

[DOI]

Paulius Rauba

CoRR, 2024

Automatically Learning Hybrid Digital Twins of Dynamical Systems.

[BibT_eX]

[DOI]

CoRR, 2024

Causal machine learning for predicting treatment outcomes.

[BibT_eX]

[DOI]

CoRR, 2024

CliMB: An AI-enabled Partner for Clinical Predictive Modeling.

[BibT_eX]

[DOI]

Evgeny Saveliev

Tim Schubert

Thomas Pouplin

Vasilis Kosmoliaptsis

CoRR, 2024

On the consistent reasoning paradox of intelligence and optimal trust in AI: The power of 'I don't know'.

[BibT_eX]

[DOI]

Alexander Bastounis

Paolo Campodonico

Ben Adcock

Anders C. Hansen

CoRR, 2024

Automated Ensemble Multimodal Machine Learning for Healthcare.

[BibT_eX]

[DOI]

CoRR, 2024

LaTable: Towards Large Tabular Models.

[BibT_eX]

[DOI]

Rob Davis

CoRR, 2024

You can't handle the (dirty) truth: Data-centric insights improve pseudo-labeling.

[BibT_eX]

[DOI]

CoRR, 2024

Discovering Preference Optimization Algorithms with and for Large Language Models.

[BibT_eX]

[DOI]

Robert Tjarko Lange

CoRR, 2024

Inverse-RLignment: Inverse Reinforcement Learning from Demonstrations for LLM Alignment.

[BibT_eX]

[DOI]

CoRR, 2024

A Study of Posterior Stability for Time-Series Latent Diffusion.

[BibT_eX]

[DOI]

CoRR, 2024

Why Tabular Foundation Models Should Be a Research Priority.

[BibT_eX]

[DOI]

CoRR, 2024

Informed Meta-Learning.

[BibT_eX]

[DOI]

Katarzyna Kobalczyk

CoRR, 2024

Retrieval-Augmented Thought Process as Sequential Decision Making.

[BibT_eX]

[DOI]

Thomas Pouplin

CoRR, 2024

Risk-Sensitive Diffusion: Learning the Underlying Distribution from Noisy Samples.

[BibT_eX]

[DOI]

CoRR, 2024

Why do Random Forests Work? Understanding Tree Ensembles as Self-Regularizing Adaptive Smoothers.

[BibT_eX]

[DOI]

CoRR, 2024

U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging.

[BibT_eX]

[DOI]

Elisabeth R. M. Heremans

Bertien Buyse

Dries Testelmans

Maarten De Vos

Comput. Biol. Medicine, 2024

Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments.

[BibT_eX]

[DOI]

Jonas Schweisthal

Dennis Frauen

Stefan Feuerriegel

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise.

[BibT_eX]

[DOI]

Thomas Pouplin

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Discovering Features with Synergistic Interactions in Multiple Views.

[BibT_eX]

[DOI]

Chohee Kim

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Time Series Diffusion in the Frequency Domain.

[BibT_eX]

[DOI]

Jan Stanczuk

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Dense Reward for Free in Reinforcement Learning from Human Feedback.

[BibT_eX]

[DOI]

Alex James Chan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Position: Why Tabular Foundation Models Should Be a Research Priority.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Large Language Models to Enhance Bayesian Optimization.

[BibT_eX]

[DOI]

Nicolás Astorga

Proceedings of the Twelfth International Conference on Learning Representations, 2024

On Error Propagation of Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Soft Mixture Denoising: Beyond the Expressive Bottleneck of Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Towards Transparent Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Defining Expertise: Applications to Treatment Effect Estimation.

[BibT_eX]

[DOI]

Qiyao Wei

Proceedings of the Twelfth International Conference on Learning Representations, 2024

L2MAC: Large Language Model Automatic Computer for Extensive Code Generation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Neural Framework for Generalized Causal Sensitivity Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Unveiling the Power of Sparse Neural Networks for Feature Selection.

[BibT_eX]

[DOI]

Zahra Atashgahi

Decebal Constantin Mocanu

Mykola Pechenizkiy

Raymond N. J. Veldhuis

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

Adaptive Experiment Design with Synthetic Controls.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

DAGnosis: Localized Identification of Data Inconsistencies using Structures.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Conservative Policy Construction Using Variational Autoencoders for Logged Data With Missing Values.

[BibT_eX]

[DOI]

Mahed Abroshan

Kai Hou Yip

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Multiple stakeholders drive diverse interpretability requirements for machine learning in healthcare.

[BibT_eX]

[DOI]

Robert Davis

Nat. Mac. Intell., August, 2023

Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge.

[BibT_eX]

[DOI]

ACM Trans. Comput. Heal., April, 2023

Data-Driven Online Recommender Systems With Costly Information Acquisition.

[BibT_eX]

[DOI]

Saeed Ghoorchian

IEEE Trans. Serv. Comput., 2023

Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in ultra low-data regimes.

[BibT_eX]

[DOI]

CoRR, 2023

A Foundational Framework and Methodology for Personalized Early and Timely Diagnosis.

[BibT_eX]

[DOI]

CoRR, 2023

When is Off-Policy Evaluation Useful? A Data-Centric Perspective.

[BibT_eX]

[DOI]

CoRR, 2023

DMLR: Data-centric Machine Learning Research - Past, Present and Future.

[BibT_eX]

[DOI]

CoRR, 2023

Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces.

[BibT_eX]

[DOI]

Boris Delibasic

Petro Liò

CoRR, 2023

Optimising Human-AI Collaboration by Learning Convincing Explanations.

[BibT_eX]

[DOI]

CoRR, 2023

Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Redefining Digital Health Interfaces with Large Language Models.

[BibT_eX]

[DOI]

Paulius Rauba

CoRR, 2023

L2MAC: Large Language Model Automatic Computer for Unbounded Code Generation.

[BibT_eX]

[DOI]

CoRR, 2023

Do Diffusion Models Suffer Error Propagation? Theoretical Analysis and Consistency Regularization.

[BibT_eX]

[DOI]

CoRR, 2023

Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models.

[BibT_eX]

[DOI]

Aleksa Bisercic

Mladen Nikolic

Boris Delibasic

Pietro Liò

Andrija Petrovic

CoRR, 2023

Beyond Privacy: Navigating the Opportunities and Challenges of Synthetic Data.

[BibT_eX]

[DOI]

CoRR, 2023

Machine Learning with Requirements: a Manifesto.

[BibT_eX]

[DOI]

Eleonora Giunchiglia

Thomas Lukasiewicz

CoRR, 2023

Causal Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Learning machines for health and beyond.

[BibT_eX]

[DOI]

Jannetta S. Steyn

Alan Wilson

May Yong

CoRR, 2023

TemporAI: Facilitating Machine Learning Innovation in Time Domain Tasks for Medicine.

[BibT_eX]

[DOI]

Evgeny S. Saveliev

CoRR, 2023

Synthcity: facilitating innovative use cases of synthetic data in different data modalities.

[BibT_eX]

[DOI]

Bogdan-Constantin Cebere

CoRR, 2023

Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TRIAGE: Characterizing and auditing training data for improved regression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Risk-Averse Active Sensing for Timely Outcome Prediction under Cost Pressure.

[BibT_eX]

[DOI]

Yuchao Qin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Synthcity: a benchmark framework for diverse use cases of tabular synthetic data.

[BibT_eX]

[DOI]

Robert Davis

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

D-CIPHER: Discovery of Closed-form Partial Differential Equations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Joint Training of Deep Ensembles Fails Due to Learner Collusion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Active Observing in Continuous-time Control.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark.

[BibT_eX]

[DOI]

Lasse Hansen

Andrija Petrovic

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time.

[BibT_eX]

[DOI]

Toon Vanderschueren

Wouter Verbeke

Proceedings of the International Conference on Machine Learning, 2023

Learning Representations without Compositional Assumptions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Adaptive Identification of Populations with Treatment Benefit in Clinical Trials: Machine Learning Challenges and Solutions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Synthetic Data, Real Errors: How (Not) to Publish and Use Synthetic Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Differentiable and Transportable Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

When to Make and Break Commitments?

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Deep Generative Symbolic Regression.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Improving Adaptive Conformal Prediction Using Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression.

[BibT_eX]

[DOI]

Yuchao Qin

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

SurvivalGAN: Generating Time-to-Event Data for Survival Analysis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Neural Laplace Control for Continuous-time Delayed Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Understanding the Impact of Competing Events on Heterogeneous Treatment Effect Estimation from Time-to-Event Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Membership Inference Attacks against Synthetic Data through Overfitting Detection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

To Impute or not to Impute? Missing Data in Treatment Effect Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Feedback Adaptive Learning for Medical and Educational Application Recommendation.

[BibT_eX]

[DOI]

Sepehr Elahi

IEEE Trans. Serv. Comput., 2022

Developing machine learning algorithms for dynamic estimation of progression during active surveillance for prostate cancer.

[BibT_eX]

[DOI]

Alexander Light

Evgeny S. Saveliev

Vincent J. Gnanapragasam

npj Digit. Medicine, 2022

Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands.

[BibT_eX]

[DOI]

Nicolette F. de Keizer

Martijn C. Schut

Int. J. Medical Informatics, 2022

MARS: Assisting Human with Information Processing Tasks Using Machine Learning.

[BibT_eX]

[DOI]

ACM Trans. Comput. Heal., 2022

Navigating causal deep learning.

[BibT_eX]

[DOI]

CoRR, 2022

Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes.

[BibT_eX]

[DOI]

CoRR, 2022

DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems.

[BibT_eX]

[DOI]

CoRR, 2022

AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning.

[BibT_eX]

[DOI]

Bogdan Cebere

Eoin F. McKinney

CoRR, 2022

Adaptively Identifying Patient Populations With Treatment Benefit in Clinical Trials.

[BibT_eX]

[DOI]

CoRR, 2022

DAPDAG: Domain Adaptation via Perturbed DAG Reconstruction.

[BibT_eX]

[DOI]

Yanke Li

Tobias Hatt

CoRR, 2022

DAUX: a Density-based Approach for Uncertainty eXplanations.

[BibT_eX]

[DOI]

CoRR, 2022

D-CIPHER: Discovery of Closed-form PDEs.

[BibT_eX]

[DOI]

CoRR, 2022

Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects.

[BibT_eX]

[DOI]

CoRR, 2022

Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Online Decision Mediation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Composite Feature Selection Using Deep Ensembles.

[BibT_eX]

[DOI]

Alexander Norcliffe

Pietro Lió

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Concept Activation Regions: A Generalized Framework For Concept-Based Explanations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Synthetic Model Combination: An Instance-wise Approach to Unsupervised Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Machine Learning for Medicine and Healthcare.

[BibT_eX]

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Data-SUITE: Data-centric identification of in-distribution incongruous examples.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

HyperImpute: Generalized Iterative Imputation with Automatic Model Selection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Inverse Contextual Bandits: Learning How Behavior Evolves over Time.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Neural Laplace: Learning diverse classes of differential equations in the Laplace domain.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Label-Free Explainability for Unsupervised Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models.

[BibT_eX]

[DOI]

Evgeny S. Saveliev

Proceedings of the International Conference on Machine Learning, 2022

D-CODE: Discovering Closed-form ODEs from Observed Trajectories.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

POETREE: Interpretable Policy Learning with Adaptive Decision Trees.

[BibT_eX]

[DOI]

Alizée Pace

Proceedings of the Tenth International Conference on Learning Representations, 2022

Self-Supervision Enhanced Feature Selection with Correlated Gates.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Inverse Online Learning: Understanding Non-Stationary and Reactionary Policies.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Neural graphical modelling in continuous-time: consistency guarantees and algorithms.

[BibT_eX]

[DOI]

Kim Branson

Proceedings of the Tenth International Conference on Learning Representations, 2022

Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Inferring Lexicographically-Ordered Rewards from Preferences.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Dynamic Stochastic Demand Response With Energy Storage.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2021

Outcome-Oriented Deep Temporal Phenotyping of Disease Progression.

[BibT_eX]

[DOI]

Jem Rashbass

IEEE Trans. Biomed. Eng., 2021

Exploiting Causal Structure for Robust Model Selection in Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 2021

Personalized Education in the Artificial Intelligence Era: What to Expect Next.

[BibT_eX]

[DOI]

Andrew S. Lan

Sangarapillai Lambotharan

IEEE Signal Process. Mag., 2021

Risk-Aware Multi-Armed Bandits With Refined Upper Confidence Bounds.

[BibT_eX]

[DOI]

Xingchi Liu

Mahsa Derakhshani

IEEE Signal Process. Lett., 2021

Machine learning to guide the use of adjuvant therapies for breast cancer.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2021

How artificial intelligence and machine learning can help healthcare systems respond to COVID-19.

[BibT_eX]

[DOI]

Mach. Learn., 2021

CPAS: the UK's national machine learning-based hospital capacity planning system for COVID-19.

[BibT_eX]

[DOI]

Mach. Learn., 2021

Triage of 2D Mammographic Images Using Multi-view Multi-task Convolutional Neural Networks.

[BibT_eX]

[DOI]

Fiona J. Gilbert

ACM Trans. Comput. Heal., 2021

Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time.

[BibT_eX]

[DOI]

CoRR, 2021

Doing Great at Estimating CATE? On the Neglected Assumptions in Benchmark Comparisons of Treatment Effect Estimators.

[BibT_eX]

[DOI]

CoRR, 2021

Consistency of mechanistic causal discovery in continuous-time using Neural ODEs.

[BibT_eX]

[DOI]

Kim Branson

CoRR, 2021

Deconfounded Score Method: Scoring DAGs with Dense Unobserved Confounding.

[BibT_eX]

[DOI]

CoRR, 2021

Model-Attentive Ensemble Learning for Sequence Modeling.

[BibT_eX]

[DOI]

Victor D. Bourgin

CoRR, 2021

Personalized Education in the AI Era: What to Expect Next?

[BibT_eX]

[DOI]

Andrew S. Lan

CoRR, 2021

A kernel two-sample test with selection bias.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Application of kernel hypothesis testing on set-valued data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Preface: AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges, and Applications 2021.

[BibT_eX]

[DOI]

Russell Greiner

Neeraj Kumar

Thomas Alexander Gerds

Proceedings of AAAI Symposium on Survival Prediction, 2021

Conformal Time-series Forecasting.

[BibT_eX]

[DOI]

Kamile Stankeviciute

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Estimating Multi-cause Treatment Effects via Single-cause Perturbation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Time-series Generation by Contrastive Imitation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Really Doing Great at Estimating CATE? A Critical Look at ML Benchmarking Practices in Treatment Effect Estimation.

[BibT_eX]

[DOI]

David Svensson

James Weatherall

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

On Inductive Biases for Heterogeneous Treatment Effect Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Explaining Latent Representations with a Corpus of Examples.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Invariant Causal Imitation Learning for Generalizable Policies.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Inverse Decision Modeling: Learning Interpretable Representations of Behavior.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Explaining Time Series Predictions with Dynamic Masks.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis.

[BibT_eX]

[DOI]

Alexander E. S. Gimson

Proceedings of the 38th International Conference on Machine Learning, 2021

Policy Analysis using Synthetic Controls in Continuous-Time.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Clairvoyance: A Pipeline Toolkit for Medical Time Series.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Scalable Bayesian Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Alex James Chan

Proceedings of the 9th International Conference on Learning Representations, 2021

Learning "What-if" Explanations for Sequential Decision-Making.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Generative Time-series Modeling with Fourier Flows.

[BibT_eX]

[DOI]

Alex James Chan

Proceedings of the 9th International Conference on Learning Representations, 2021

Building next-generation healthcare systems using distributed machine learning.

[BibT_eX]

[DOI]

Proceedings of the ICDCN '21: International Conference on Distributed Computing and Networking, 2021

Learning Matching Representations for Individualized Organ Transplantation Allocation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

A Variational Information Bottleneck Approach to Multi-Omics Data Integration.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

ioanabica/COVID-19-Brazil: Code release.

[BibT_eX]

[DOI]

Dataset, June, 2020

A Non-Stationary Bandit-Learning Approach to Energy-Efficient Femto-Caching With Rateless-Coded Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Guest Editorial: Introduction to the Special Section on Economics of Modern Networks.

[BibT_eX]

[DOI]

Jianwei Huang

Costas Courcoubetis

Biying Shou

Jean C. Walrand

IEEE Trans. Netw. Sci. Eng., 2020

Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN).

[BibT_eX]

[DOI]

Lydia N. Drumright

IEEE J. Biomed. Health Informatics, 2020

Dynamic Prediction in Clinical Survival Analysis Using Temporal Convolutional Networks.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2020

Dynamic Matching and Allocation of Tasks.

[BibT_eX]

[DOI]

ACM Trans. Economics and Comput., 2020

Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Deep Generative Models for 3D Linker Design.

[BibT_eX]

[DOI]

Anthony R. Bradley

Charlotte M. Deane

J. Chem. Inf. Model., 2020

Dynamic network formation with foresighted agents.

[BibT_eX]

[DOI]

Int. J. Game Theory, 2020

Flexible Modelling of Longitudinal Medical Data: A Bayesian Nonparametric Approach.

[BibT_eX]

[DOI]

ACM Trans. Comput. Heal., 2020

Synthetic Data: Opening the data floodgates to enable faster, more directed development of machine learning methods.

[BibT_eX]

[DOI]

Alan Wilson

CoRR, 2020

Batch Inverse Reinforcement Learning Using Counterfactuals for Understanding Decision Making.

[BibT_eX]

[DOI]

CoRR, 2020

Hide-and-Seek Privacy Challenge.

[BibT_eX]

[DOI]

CoRR, 2020

Generalization and Invariances in the Presence of Unobserved Confounding.

[BibT_eX]

[DOI]

CoRR, 2020

AutoNCP: Automated pipelines for accurate confidence intervals.

[BibT_eX]

[DOI]

CoRR, 2020

When to Lift the Lockdown? Global COVID-19 Scenario Planning and Policy Effects using Compartmental Gaussian Processes.

[BibT_eX]

[DOI]

CoRR, 2020

Gradient Regularized V-Learning for Dynamic Treatment Regimes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

CASTLE: Regularization via Auxiliary Causal Graph Discovery.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hide-and-Seek Privacy Challenge: Synthetic Data Generation vs. Patient Re-identification.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Strictly Batch Imitation Learning by Energy-based Distribution Matching.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning outside the Black-Box: The pursuit of interpretable models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

OrganITE: Optimal transplant donor organ offering using an individual treatment effect.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning for Dose Allocation in Adaptive Clinical Trials with Safety Constraints.

[BibT_eX]

[DOI]

Zhiyang Wang

Sofia S. Villar

Proceedings of the 37th International Conference on Machine Learning, 2020

Temporal Phenotyping using Deep Predictive Clustering of Disease Progression.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Inverse Active Sensing: Modeling and Understanding Timely Decision-Making.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Target-Embedding Autoencoders for Supervised Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Estimating counterfactual treatment outcomes over time through adversarially balanced representations.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

AutoML and Interpretability: Powering the Machine Learning Revolution in Healthcare.

[BibT_eX]

[DOI]

Proceedings of the FODS '20: ACM-IMS Foundations of Data Science Conference, 2020

Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Learning Overlapping Representations for the Estimation of Individualized Treatment Effects.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Learning Dynamic and Personalized Comorbidity Networks from Event Data using Deep Diffusion Processes.

[BibT_eX]

[DOI]

Jem Rashbass

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Contextual Constrained Learning for Dose-Finding Clinical Trials.

[BibT_eX]

[DOI]

Hyun-Suk Lee

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

A Non-Stationary Online Learning Approach to Mobility Management.

[BibT_eX]

[DOI]

Yiming Zhou

IEEE Trans. Wirel. Commun., 2019

Incentive Design in Peer Review: Rating and Repeated Endogenous Matching.

[BibT_eX]

[DOI]

Florian Dörfler

IEEE Trans. Netw. Sci. Eng., 2019

Repeated Network Games with Dominant Actions and Individual Rationality.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2019

A Hierarchical Bayesian Model for Personalized Survival Predictions.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2019

Distributed Task Management in Cyber-Physical Systems: How to Cooperate Under Uncertainty?

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2019

Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2019

Constructing effective personalized policies using counterfactual inference from biased data sets with many features.

[BibT_eX]

[DOI]

Qiaojun Feng

Mach. Learn., 2019

Machine Learning in the Air.

[BibT_eX]

[DOI]

Deniz Gündüz

Paul de Kerret

Nicholas D. Sidiropoulos

David Gesbert

Chandra R. Murthy

IEEE J. Sel. Areas Commun., 2019

Guest Editorial Special Issue on Machine Learning in Wireless Communication - Part 2.

[BibT_eX]

[DOI]

Nicholas D. Sidiropoulos

IEEE J. Sel. Areas Commun., 2019

Guest Editorial Special Issue on Machine Learning in Wireless Communication - Part I.

[BibT_eX]

[DOI]

Nicholas D. Sidiropoulos

IEEE J. Sel. Areas Commun., 2019

A Bayesian Approach to Modelling Longitudinal Data in Electronic Health Records.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Model Robustness Using Causal Knowledge.

[BibT_eX]

[DOI]

CoRR, 2019

Lifelong Bayesian Optimization.

[BibT_eX]

[DOI]

CoRR, 2019

Time-series Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Differentially Private Bagging: Improved utility and cheaper privacy than subsample-and-aggregate.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Conditional Independence Testing using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Attentive State-Space Modeling of Disease Progression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Demystifying Black-box Models with Symbolic Metamodels.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

ASAC: Active Sensing using Actor-Critic models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2019

Multi-view Multi-task Learning for Improving Autonomous Mammogram Diagnosis.

[BibT_eX]

[DOI]

Fiona J. Gilbert

Proceedings of the Machine Learning for Healthcare Conference, 2019

Validating Causal Inference Models via Influence Functions.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

INVASE: Instance-wise Variable Selection using Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

PATE-GAN: Generating Synthetic Data with Differential Privacy Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

KnockoffGAN: Generating Knockoffs for Feature Selection using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

A Bandit Learning Approach to Energy-Efficient Femto-Caching under Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Temporal Quilting for Survival Analysis.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Boosting Transfer Learning with Survival Data from Heterogeneous Domains.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Optimal Piecewise Approximations for Model Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Joint Concordance Index.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Design of a Dynamic Data-Driven System for Multispectral Video Processing.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Dynamic Data Driven Applications Systems., 2018

ToPs: Ensemble Learning With Trees of Predictors.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Online Learning in Limit Order Book Trade Execution.

[BibT_eX]

[DOI]

Nima Akbarzadeh

IEEE Trans. Signal Process., 2018

Context-Aware Hierarchical Online Learning for Performance Maximization in Mobile Crowdsourcing.

[BibT_eX]

[DOI]

Sabrina Klos

Anja Klein

IEEE/ACM Trans. Netw., 2018

Functional Contour-following via Haptic Perception and Reinforcement Learning.

[BibT_eX]

[DOI]

Randall B. Hellman

Veronica J. Santos

IEEE Trans. Haptics, 2018

A Micro-Foundation of Social Capital in Evolving Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2018

Global Bandits.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2018

Generalized Global Bandit and Its Application in Cellular Coverage Optimization.

[BibT_eX]

[DOI]

Ruida Zhou

IEEE J. Sel. Top. Signal Process., 2018

Adaptive Contextual Learning for Unit Commitment in Microgrids With Renewable Energy Sources.

[BibT_eX]

[DOI]

Hyun-Suk Lee

IEEE J. Sel. Top. Signal Process., 2018

Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2018

Protein Family-Specific Models Using Deep Neural Networks and Transfer Learning Improve Virtual Screening and Highlight the Need for More Data.

[BibT_eX]

[DOI]

Anthony R. Bradley

Charlotte M. Deane

J. Chem. Inf. Model., 2018

What is Interpretable? Using Machine Learning to Design Interpretable Decision-Support Systems.

[BibT_eX]

[DOI]

Owen Lahav

CoRR, 2018

MATCH-Net: Dynamic Prediction in Survival Analysis using Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Feature Selection for Survival Analysis with Competing Risks using Deep Learning.

[BibT_eX]

[DOI]

Carl Rietschel

CoRR, 2018

Estimation of Individual Treatment Effect in Latent Confounder Models via Adversarial Learning.

[BibT_eX]

[DOI]

CoRR, 2018

MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis.

[BibT_eX]

[DOI]

Fiona J. Gilbert

CoRR, 2018

Risk-Stratify: Confident Stratification Of Patients Based On Risk.

[BibT_eX]

[DOI]

CoRR, 2018

Forecasting Individualized Disease Trajectories using Interpretable Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Adaptive Clinical Trials: Exploiting Sequential Patient Recruitment and Allocation.

[BibT_eX]

[DOI]

CoRR, 2018

Forecasting Disease Trajectories in Alzheimer's Disease Using Deep Learning.

[BibT_eX]

[DOI]

Bryan Lim

CoRR, 2018

Measuring the quality of Synthetic data for use in competitions.

[BibT_eX]

[DOI]

CoRR, 2018

Piecewise Approximations of Black Box Models for Model Interpretation.

[BibT_eX]

[DOI]

CoRR, 2018

Disease-Atlas: Navigating Disease Trajectories with Deep Learning.

[BibT_eX]

[DOI]

Bryan Lim

CoRR, 2018

Learning Optimal Policies from Observational Data.

[BibT_eX]

[DOI]

CoRR, 2018

Multitask Boosting for Survival Analysis with Competing Risks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Disease-Atlas: Navigating Disease Trajectories using Deep Learning.

[BibT_eX]

[DOI]

Bryan Lim

Proceedings of the Machine Learning for Healthcare Conference, 2018

Boosted Trees for Risk Prognosis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2018

RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

GAIN: Missing Data Imputation using Generative Adversarial Nets.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

A Non-Stationary Online Learning Approach to Mobility Management.

[BibT_eX]

[DOI]

Yiming Zhou

Xiliang Luo

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Siamese Survival Analysis with Competing Risks.

[BibT_eX]

[DOI]

Anton Nemchenko

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

RNN-SURV: A Deep Recurrent Model for Survival Analysis.

[BibT_eX]

[DOI]

Eleonora Giunchiglia

Anton Nemchenko

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Tree-based Bayesian Mixture Model for Competing Risks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Deep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Context-Aware Proactive Content Caching With Service Differentiation in Wireless Networks.

[BibT_eX]

[DOI]

Sabrina Müller

Anja Klein

IEEE Trans. Wirel. Commun., 2017

Distributed Learning for Stochastic Generalized Nash Equilibrium Problems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Adaptive Ensemble Learning With Confidence Bounds.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Social Norm Incentives for Network Coding in Manets.

[BibT_eX]

[DOI]

Chuchu Wu

Mario Gerla

IEEE/ACM Trans. Netw., 2017

Discovery and Clinical Decision Support for Personalized Healthcare.

[BibT_eX]

[DOI]

Camelia Davtyan

IEEE J. Biomed. Health Informatics, 2017

A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs.

[BibT_eX]

[DOI]

Kyeong H. Moon

IEEE J. Sel. Top. Signal Process., 2017

Introduction to the Issue on Signal Processing and Machine Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2017

From Acquaintances to Friends: Homophily and Learning in Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2017

Actionable intelligence and online learning for semantic computing.

[BibT_eX]

[DOI]

Encycl. Semantic Comput. Robotic Intell., 2017

Personalized Survival Predictions for Cardiac Transplantation via Trees of Predictors.

[BibT_eX]

[DOI]

CoRR, 2017

Individualized Risk Prognosis for Critical Care Patients: A Multi-task Gaussian Process Model.

[BibT_eX]

[DOI]

CoRR, 2017

Deep Counterfactual Networks with Propensity-Dropout.

[BibT_eX]

[DOI]

Michael Weisz

CoRR, 2017

Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes.

[BibT_eX]

[DOI]

CoRR, 2017

A Learning Approach to Frequent Handover Mitigations in 3GPP Mobility Protocols.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

DPSCREEN: Dynamic Personalized Screening.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Learn to adapt: Self-optimizing small cell transmit power with correlated bandit learning.

[BibT_eX]

[DOI]

Zhiyang Wang

Xiliang Luo

Proceedings of the IEEE International Conference on Communications, 2017

Bandit strategies for blindly attacking networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Personalized Donor-Recipient Matching for Organ Transplantation.

[BibT_eX]

[DOI]

Martin Cadeiras

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Progressive Prediction of Student Performance in College Programs.

[BibT_eX]

[DOI]

Yuli Han

Daniel Marcu

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Jamming Bandits - A Novel Learning Method for Optimal Jamming.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Predicting Grades.

[BibT_eX]

[DOI]

Yannick Meier

IEEE Trans. Signal Process., 2016

Personalized Course Sequence Recommendations.

[BibT_eX]

[DOI]

Tianwei Xing

IEEE Trans. Signal Process., 2016

Collision Detection by Networked Sensors.

[BibT_eX]

[DOI]

Ugur Demiryurek

IEEE Trans. Signal Inf. Process. over Networks, 2016

Dynamic Pricing and Energy Consumption Scheduling With Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2016

Online Learning in Large-Scale Contextual Recommender Systems.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2016

Trend-Aware Video Caching Through Online Learning.

[BibT_eX]

[DOI]

Suoheng Li

Weiping Li

IEEE Trans. Multim., 2016

ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer Screening.

[BibT_eX]

[DOI]

Kyeong H. Moon

William Hsu

IEEE Trans. Multim., 2016

To Relay or Not to Relay: Learning Device-to-Device Relaying Strategies in Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

Using Contextual Learning to Improve Diagnostic Accuracy: Application in Breast Cancer Screening.

[BibT_eX]

[DOI]

William Hsu

IEEE J. Biomed. Health Informatics, 2016

Big-Data Streaming Applications Scheduling Based on Staged Multi-Armed Bandits.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

Context-based unsupervised ensemble learning and feature ranking.

[BibT_eX]

[DOI]

Erfan Soltanmohammadi

Mort Naraghi-Pour

Mach. Learn., 2016

Personalized Active Learning for Activity Classification Using Wireless Wearable Sensors.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2016

A Non-Stochastic Learning Approach to Energy Efficient Mobility Management.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

Bits Learning: User-Adjustable Privacy Versus Accuracy in Internet Traffic Classification.

[BibT_eX]

[DOI]

Zhenlong Yuan

Yibo Xue

IEEE Commun. Lett., 2016

Data-Driven Online Decision Making with Costly Information Acquisition.

[BibT_eX]

[DOI]

William Whoiles

CoRR, 2016

A Semi-Markov Switching Linear Gaussian Model for Censored Physiological Data.

[BibT_eX]

[DOI]

CoRR, 2016

Personalized Risk Scoring for Critical Care Patients using Mixtures of Gaussian Process Experts.

[BibT_eX]

[DOI]

CoRR, 2016

Repeated Matching Mechanism Design with Moral Hazard and Adverse Selection.

[BibT_eX]

[DOI]

CoRR, 2016

Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

A Non-parametric Learning Method for Confidently Estimating Patient's Clinical State and Dynamics.

[BibT_eX]

[DOI]

William Hoiles

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Popularity-driven content caching.

[BibT_eX]

[DOI]

Suoheng Li

Weiping Li

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design.

[BibT_eX]

[DOI]

William Hoiles

Proceedings of the 33nd International Conference on Machine Learning, 2016

Smart caching in wireless small cell networks via contextual multi-armed bandits.

[BibT_eX]

[DOI]

Sabrina Müller

Anja Klein

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Adaptive learning for stochastic generalized Nash equilibrium problems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Contextual learning for unit commitment with renewable energy sources.

[BibT_eX]

[DOI]

Hyun-Suk Lee

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Data Mining for Medical Informatics (DMMI) - Learning Health.

[BibT_eX]

[DOI]

Fei Wang

Gregor Stiglic

David A. Sontag

Christopher C. Yang

Proceedings of the AMIA 2016, 2016

Adaptive Ensemble Learning with Confidence Bounds for Personalized Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Expanding the Boundaries of Health Informatics Using AI, 2016

2015

Efficient Interference Management Policies for Femtocell Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2015

Distributed Multi-Agent Online Learning Based on Global Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Distributed Online Learning via Cooperative Contextual Bandits.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Timely Event Detection by Networked Learners.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Information-Sharing Over Adaptive Networks With Self-Interested Agents.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2015

Ensemble of Distributed Learners for Online Classification of Dynamic Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2015

Adaptive Prioritized Random Linear Coding and Scheduling for Layered Data Delivery From Multiple Servers.

[BibT_eX]

[DOI]

Nikolaos Thomos

Eymen Kurdoglu

Pascal Frossard

IEEE Trans. Multim., 2015

Contextual Online Learning for Multimedia Content Aggregation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

A Dynamic Network Formation Model for Understanding Bacterial Self-Organization Into Micro-Colonies.

[BibT_eX]

[DOI]

Kun Zhao

Gerard C. L. Wong

IEEE Trans. Mol. Biol. Multi Scale Commun., 2015

Active Learning in Context-Driven Stream Mining With an Application to Image Mining.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Discover the Expert: Context-Adaptive Expert Selection for Medical Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2015

Socially-Optimal Design of Service Exchange Platforms with Imperfect Monitoring.

[BibT_eX]

[DOI]

ACM Trans. Economics and Comput., 2015

Game Theoretic Design of MAC Protocols: Pricing Versus Intervention.

[BibT_eX]

[DOI]

Michele Zorzi

IEEE Trans. Commun., 2015

Blind Network Interdiction Strategies - A Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2015

Self-Organizing Networks of Information Gathering Cognitive Agents.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2015

The Population Dynamics of Websites: [Extended Abstract].

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2015

Real-time stream mining: online knowledge extraction using classifier networks.

[BibT_eX]

[DOI]

IEEE Netw., 2015

Forecasting Popularity of Videos Using Social Media.

[BibT_eX]

[DOI]

Jiangchuan Liu

Haitao Li

IEEE J. Sel. Top. Signal Process., 2015

Mining the Situation: Spatiotemporal Traffic Prediction With Big Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Optimal Foresighted Multi-User Wireless Video.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

RELEAF: An Algorithm for Learning and Exploiting Relevance.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Bandit Framework for Systematic Learning in Wireless Video-Based Face Recognition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Efficient Working and Shirking in Information Sharing Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Silence is Gold: Strategic Interference Mitigation Using Tokens in Heterogeneous Small Cell Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Distributed Interference Management Policies for Heterogeneous Small Cell Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Incentive-compatible demand-side management for smart grids based on review strategies.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2015

Caring Analytics for Adults With Special Needs.

[BibT_eX]

[DOI]

Marilyn Wolf

Honggab Kim

IEEE Des. Test, 2015

Reputational Learning and Network Dynamics.

[BibT_eX]

[DOI]

CoRR, 2015

Staged Multi-armed Bandits.

[BibT_eX]

[DOI]

CoRR, 2015

Evolution of Social Networks: A Microfounded Model.

[BibT_eX]

[DOI]

CoRR, 2015

A Reinforcement Learning-based Data-Link Protocol for Underwater Acoustic Communications.

[BibT_eX]

[DOI]

Valerio Di Valerio

Chiara Petrioli

Loreto Pescosolido

Proceedings of the 10th International Conference on Underwater Networks & Systems, 2015

BitMiner: Bits Mining in Internet Traffic Classification.

[BibT_eX]

[DOI]

Zhenlong Yuan

Yibo Xue

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Timely video popularity forecasting based on social networks.

[BibT_eX]

[DOI]

Jiangchuan Liu

Haitao Li

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Context-based Unsupervised Data Fusion for Decision Making.

[BibT_eX]

[DOI]

Erfan Soltanmohammadi

Mort Naraghi-Pour

Proceedings of the 32nd International Conference on Machine Learning, 2015

Personalized Grade Prediction: A Data Mining Approach.

[BibT_eX]

[DOI]

Yannick Meier

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Multiobjective Design Optimization in the Lightweight Dataflow for DDDAS Environment (LiD4E)<sup>1</sup>.

[BibT_eX]

[DOI]

Kishan Sudusinghe

Yang Jiao

Haifa Ben Salem

Proceedings of the International Conference on Computational Science, 2015

A systematic learning method for optimal jamming.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

eTutor: Online learning for personalized education.

[BibT_eX]

[DOI]

Jonas Braun

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Network formation games based on conditional independence graphs.

[BibT_eX]

[DOI]

Sergio Barbarossa

Paolo Di Lorenzo

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A data-driven approach for matching clinical expertise to individual cases.

[BibT_eX]

[DOI]

William Hsu

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

To Send or Not to Send - Learning MAC Contention.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Optimal intervention for incentivizing the adoption of commercial electric vehicles.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Big-data streaming applications scheduling with online learning and concept drift detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Global Multi-armed Bandits with Hölder Continuity.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

Online Transfer Learning for Differential Diagnosis Determination.

[BibT_eX]

[DOI]

Daby M. Sow

Proceedings of the World Wide Web and Public Health Intelligence, 2015

2014

Technology Choices and Pricing Policies in Public and Private Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Robust Power Control for Heterogeneous Users in Shared Unlicensed Bands.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Coalitional Games With Intervention: Application to Spectrum Leasing in Cognitive Radio.

[BibT_eX]

[DOI]

Juan J. Alcaraz

IEEE Trans. Wirel. Commun., 2014

Robust Additively Coupled Games in the Presence of Bounded Uncertainty in Communication Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2014

Collective Ratings for Online Communities With Strategic Users.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Dynamic Scheduling for Energy Minimization in Delay-Sensitive Stream Mining.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Dynamic Scheduling and Pricing in Wireless Cloud Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2014

Rating Protocols in Online Communities.

[BibT_eX]

[DOI]

ACM Trans. Economics and Comput., 2014

Energy-Efficient Nonstationary Spectrum Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2014

Online Energy-Efficient Task-Graph Scheduling for Multicore Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014

A fast online learning algorithm for distributed mining of BigData.

[BibT_eX]

[DOI]

Daby M. Sow

SIGMETRICS Perform. Evaluation Rev., 2014

Incentive design for heterogeneous user-generated content networks.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2014

Sharing in Networks of Strategic Agents.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

Distributed Online Learning in Social Recommender Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

Dynamic Incentive Design for Participation in Direct Load Scheduling Programs.

[BibT_eX]

[DOI]

Mahnoosh Alizadeh

IEEE J. Sel. Top. Signal Process., 2014

Structure-Aware Stochastic Storage Management in Smart Grids.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2014

Cooperative Multi-Agent Learning and Coordination for Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

Non-Stationary Resource Allocation Policies for Delay-Constrained Video Streaming: Application to Video over Internet-of-Things-Enabled Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

Demand Side Management in Smart Grids Using a Repeated Game Framework.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

Foresighted Demand Side Management.

[BibT_eX]

[DOI]

CoRR, 2014

eTutor: Online Learning for Personalized Education.

[BibT_eX]

[DOI]

CoRR, 2014

Global Bandits with Holder Continuity.

[BibT_eX]

[DOI]

CoRR, 2014

Jamming Bandits.

[BibT_eX]

[DOI]

CoRR, 2014

A dynamic model of certification and reputation.

[BibT_eX]

[DOI]

Proceedings of the ACM Conference on Economics and Computation, 2014

Discovering, Learning and Exploiting Relevance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Low Power and Scalable Many-Core Architecture for Big-Data Stream Computing.

[BibT_eX]

[DOI]

Martino Ruggiero

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2014

Structure-aware stochastic load management in smart grids.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Dynamic pricing for smart grid with reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Context-Aware Online Spatiotemporal Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Real-time discovery and decision making from big data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2014

Model Based Design Environment for Data-driven Embedded Signal Processing Systems.

[BibT_eX]

[DOI]

Kishan Sudusinghe

Inkeun Cho

Proceedings of the International Conference on Computational Science, 2014

Incentivizing information sharing in networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Optimal foresighted packet scheduling and resource allocation for multi-user video transmission in 4G cellular networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Non-stationary demand side management method for smart grids.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Clustering based online learning in recommender systems: A bandit approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

A network of cooperative learners for data-driven stream Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Intervention framework for counteracting collusion in spectrum leasing systems.

[BibT_eX]

[DOI]

Juan J. Alcaraz

Proceedings of the IEEE International Conference on Acoustics, 2014

Context-driven online learning for activity classification in wireless health.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Spectrum sharing for delay-sensitive applications with continuing QoS guarantees.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Silence is gold: Strategic small cell interference management using tokens.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Towards a theory of societal co-evolution: Individualism versus collectivism.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Decentralized foresighted energy purchase and procurement with renewable generation and energy storage.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Ensemble Online Clustering through Decentralized Observations.

[BibT_eX]

[DOI]

Dimitrios Katselis

Carolyn L. Beck

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

A unified online directed acyclic graph flow manager for multicore schedulers.

[BibT_eX]

[DOI]

Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014

Rating and matching in peer review systems.

[BibT_eX]

[DOI]

Florian Dörfler

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

An experts learning approach to mobile service offloading.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

Context-adaptive big data stream mining.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

Network evolution with incomplete information and learning.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Finding It Now: Construction and Configuration of Networked Classifiers in Real-Time Stream Mining Systems.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Signal Processing Systems, 2013

Optimal Scheduling over Time-Varying Channels with Traffic Admission Control: Structural Results and Online Learning Algorithms.

[BibT_eX]

[DOI]

Tho Le-Ngoc

IEEE Trans. Wirel. Commun., 2013

Conjecture-Based Load Balancing for Delay-Sensitive Users Without Message Exchanges.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2013

Online Learning Based Congestion Control for Adaptive Multimedia Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Entry and Spectrum Sharing Scheme Selection in Femtocell Communications Markets.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2013

Efficient Resource Provisioning and Rate Selection for Stream Mining in a Community Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Markov Decision Process Based Energy-Efficient On-Line Scheduling for Slice-Parallel Video Decoders on Multicore Systems.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Joint Physical-Layer and System-Level Power Management for Delay-Sensitive Wireless Communications.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2013

Token System Design for Autonomic Wireless Relay Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Intervention with Complete and Incomplete Information: Application to Flow Control.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Intervention with Private Information, Imperfect Monitoring and Costly Communication.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Robust Reputation Protocol Design for Online Communities: A Stochastic Stability Analysis.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

Winning the Lottery: Learning Perfect Coordination With Minimal Feedback.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

Incentive Provision and Job Allocation in Social Cloud Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Strategic Networks: Information Dissemination and Link Formation Among Self-Interested Agents.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Bidirectional Energy Trading and Residential Load Scheduling with Electric Vehicles in the Smart Grid.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Information Sharing in Networks of Strategic Agents.

[BibT_eX]

[DOI]

CoRR, 2013

Decentralized Online Big Data Classification - a Bandit Framework.

[BibT_eX]

[DOI]

CoRR, 2013

Dynamic Network Formation with Incomplete Information.

[BibT_eX]

[DOI]

CoRR, 2013

Designing Efficient Resource Sharing For Impatient Players Using Limited Monitoring.

[BibT_eX]

[DOI]

CoRR, 2013

To Relay or Not to Relay: Learning Relaying Strategies in Cellular Device-to-Device Networks.

[BibT_eX]

[DOI]

Viral Patel

CoRR, 2013

Reputation design for adaptive networks with selfish agents.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Joint design of Dynamic Scheduling and Pricing in wireless cloud computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Tiered billing scheme for residential load scheduling with bidirectional energy trading.

[BibT_eX]

[DOI]

Proceedings of the 2013 Proceedings IEEE INFOCOM Workshops, 2013

Bidirectional energy trading for residential load scheduling and electric vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Low-complexity reinforcement learning for delay-sensitive compression in networked video stream mining.

[BibT_eX]

[DOI]

Xiaoqing Zhu

Cuiling Lan

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

A novel framework for design and implementation of adaptive stream mining systems.

[BibT_eX]

[DOI]

Kishan Sudusinghe

Stephen Won

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Markov decision process based energy-efficient scheduling for slice-parallel video decoding.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

A learning based congestion control for multimedia transmission in wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

A Design Methodology for Distributed Adaptive Stream Mining Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2013

Joint scheduling - Traffic admission control: Structural results and online learning algorithm.

[BibT_eX]

[DOI]

Tho Le-Ngoc

Proceedings of IEEE International Conference on Communications, 2013

Strategic information dissemination and link formation in social networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Rating systems for enhanced cyber-security investments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Socially-optimal design of crowdsourcing platforms with reputation update errors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Energy-efficient design of real-time stream mining systems.

[BibT_eX]

[DOI]

Cuiling Lan

Proceedings of the IEEE International Conference on Acoustics, 2013

Learning perfect coordination with minimal feedback in wireless multi-access communications.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Energy-efficient nonstationary power control in cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Learning relaying strategies in cellular D2D networks with token-based incentives.

[BibT_eX]

[DOI]

Viral Patel

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

Utility-based server management strategy in cloud networks.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

Cluster formation over adaptive networks with selfish agents.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Distributed spectrum sensing in the presence of selfish users.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Strategic information dissemination in endogenous networks.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Learning optimal classifier chains for real-time big data mining.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Nonstationary resource sharing with imperfect binary feedback: An optimal design framework for cost minimization.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Spectrum sharing policies for heterogeneous delay-sensitive users: A novel design framework.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Distributed online Big Data classification using context information.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Game theoretic design of MAC protocols: Pricing and intervention in slotted-Aloha.

[BibT_eX]

[DOI]

Michele Zorzi

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Incentive design for Direct Load Control programs.

[BibT_eX]

[DOI]

Mahnoosh Alizadeh

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Distributed demand side management among foresighted decision makers in power networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Structure-Aware Stochastic Control for Transmission Scheduling.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2012

AppAdapt: Opportunistic Application Adaptation in Presence of Hardware Variation.

[BibT_eX]

[DOI]

Aashish Pant

Puneet Gupta

IEEE Trans. Very Large Scale Integr. Syst., 2012

Data Demand Dynamics in Wireless Communications Markets.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Online Learning in BitTorrent Systems.

[BibT_eX]

[DOI]

Rafit Izhak-Ratzin

IEEE Trans. Parallel Distributed Syst., 2012

Near-Optimal Deviation-Proof Medium Access Control Designs in Wireless Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2012

A Quality-Centric TCP-Friendly Congestion Control for Multimedia Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Pricing and Investment for Online TV Content Platforms.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Analytical Modeling for Delay-Sensitive Video Over WLAN.

[BibT_eX]

[DOI]

Hossein Bobarshad

A. Hamid Aghvami

Reza Sham Dilmaghani

Mohammad Shikh-Bahaei

IEEE Trans. Multim., 2012

Structural Solutions for Dynamic Scheduling in Wireless Multimedia Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2012

Repeated Games with Intervention: Theory and Applications in Communications.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2012

Structural Solutions for Additively Coupled Sum Constrained Games.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2012

Peer-to-Peer multimedia sharing based on social norms.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2012

Intervention in Power Control Games With Selfish Users.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2012

Congestion, Information, and Secret Information in Flow Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2012

Information Production and Link Formation in Social Computing Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2012

Social Norm Design for Information Exchange Systems with Limited Observations.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2012

Dynamic Spectrum Sharing Among Repeatedly Interacting Selfish Users With Imperfect Monitoring.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2012

The Theory of Intervention Games for Resource Sharing in Wireless Communications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2012

Transmitting Important Bits and Sailing High Radio Waves: A Decentralized Cross-Layer Approach to Cooperative Video Transmission.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2012

MOS-Based Congestion Control for Conversational Services in Wireless Environments.

[BibT_eX]

[DOI]

Yusuo Hu

Feng Wu

IEEE J. Sel. Areas Commun., 2012

Pricing and Intervention in Slotted-Aloha: Technical Report

[BibT_eX]

[DOI]

Michele Zorzi

CoRR, 2012

Designing Rating Systems to Promote Mutual Security for Interconnected Networks

[BibT_eX]

[DOI]

CoRR, 2012

Designing Information Revelation and Intervention with an Application to Flow Control

[BibT_eX]

[DOI]

CoRR, 2012

Entry and Spectrum Sharing Scheme Selection in Femtocell Markets

[BibT_eX]

[DOI]

CoRR, 2012

Designing incentives for wireless relay networks using tokens.

[BibT_eX]

[DOI]

Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012

Social norm incentives for secure network coding in MANETs.

[BibT_eX]

[DOI]

Chuchu Wu

Mario Gerla

Proceedings of the International Symposium on Network Coding, 2012

Reputation-based incentive protocols in crowdsourcing applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Maximizing profit on user-generated content platforms with heterogeneous participants.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

QoE-aware congestion control algorithm for conversational services.

[BibT_eX]

[DOI]

Yusuo Hu

Feng Wu

Proceedings of IEEE International Conference on Communications, 2012

Towards Social Norm Design for Crowdsourcing Markets.

[BibT_eX]

[DOI]

Chien-Ju Ho

Jennifer Wortman Vaughan

Proceedings of the 4th Human Computation Workshop, 2012

Token-Based Incentive Protocol Design for Online Exchange Systems.

[BibT_eX]

[DOI]

Proceedings of the Game Theory for Networks, 2012

Revenue Maximization in Customer-to-Customer Markets.

[BibT_eX]

[DOI]

Proceedings of the Game Theory for Networks, 2012

Sustaining cooperation in social exchange networks with incomplete global information.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Energy-efficient community cloud for real-time stream mining.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Mitigating uncertainty in Stackelberg games.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Collective ratings for online labor markets.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Repeated resource sharing among selfish players with imperfect binary feedback.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Distributed spectrum sharing policies for selfish users with imperfect monitoring ability.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Token economy for online exchange systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

Autonomic and Distributed Joint Routing and Power Control for Delay-Sensitive Applications in Multi-Hop Wireless Networks.

[BibT_eX]

[DOI]

Zhichu Lin

IEEE Trans. Wirel. Commun., 2011

Pricing and Distributed Power Control in Wireless Relay Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Adaptive MAC Protocols Using Memory for Networks With Critical Traffic.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Fast Reinforcement Learning for Energy-Efficient Wireless Communication.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Editorial.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2011

Configuring Trees of Classifiers in Distributed Multimedia Stream Mining Systems.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2011

Linearly Coupled Communication Games.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2011

Cognitive MAC Protocols Using Memory for Distributed Spectrum Sharing Under Limited Spectrum Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2011

Production and Network Formation Games with Content Heterogeneity

[BibT_eX]

[DOI]

CoRR, 2011

Designing Exchange for Online Communities

[BibT_eX]

[DOI]

CoRR, 2011

Strategic Learning and Robust Protocol Design for Online Communities with Selfish Users

[BibT_eX]

[DOI]

CoRR, 2011

Robust Stackelberg game in communication systems

[BibT_eX]

[DOI]

CoRR, 2011

Robust Additively Coupled Games

[BibT_eX]

[DOI]

CoRR, 2011

Social Norms for Networked Communities

[BibT_eX]

[DOI]

CoRR, 2011

Foresighted tree configuration games in resource constrained distributed stream mining sensors.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2011

User subscription dynamics and revenue maximization in communications markets.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Incentive provision using intervention.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Reinforcement learning in BitTorrent systems.

[BibT_eX]

[DOI]

Rafit Izhak-Ratzin

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Reinforcement learning for power management in wireless multimedia communications.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Keynote Abstracts.

[BibT_eX]

[DOI]

Mubarak Shah

Hujun Bao

Proceedings of the Sixth International Conference on Image and Graphics, 2011

Social norm and long-run learning in peer-to-peer networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Social norm based incentive mechanisms for peer-to-peer networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Content-aware TCP-friendly congestion control for multimedia transmission.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Reinforcement learning for energy-efficient wireless transmission.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Adaptive scalable layer filtering process for video scheduling over wireless networks based on MAC buffer management.

[BibT_eX]

[DOI]

Nesrine Changuel

Bessem Sayadi

Michel Kieffer

Proceedings of the IEEE International Conference on Acoustics, 2011

Designing Incentives for P2P Multimedia Sharing.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Design and Analysis of Intervention Mechanisms in Power Control Games.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Traffic-Dependent Pricing for Delay-Sensitive Multimedia Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Robust Equilibria in Additively Coupled Games in Communications Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

A Decentralized Cross-Layer Approach to Cooperative Video Transmission.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Designing Social Norm Based Incentive Schemes to Sustain Cooperation in a Large Community.

[BibT_eX]

[DOI]

Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Technology Choices and Pricing Policies in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Additively Coupled Sum Constrained Games.

[BibT_eX]

[DOI]

Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Designing Incentive Schemes Based on Intervention: The Case of Imperfect Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

User adaptation and long-run evolution in online communities.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Data demand dynamics and profit maximization in communications markets.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Secret information in communications networks.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Influencing the long-term evolution of online communities using social norms.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Minimizing weighted sum finish time for one-to-many file transfer in peer-to-peer networks.

[BibT_eX]

[DOI]

Bike Xie

Thomas A. Courtade

Richard D. Wesel

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Profit maximization on user-generated content platforms.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Distributed power allocation in multi-user multi-channel cellular relay networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2010

On-line learning and optimization for wireless video transmission.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Evolution of resource reciprocation strategies in P2P networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Decomposition principles and online learning in cross-layer optimization for delay-sensitive applications.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Medium Access Control Protocols With Memory.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2010

A Low-Complexity Analytical Modeling for Cross-Layer Adaptive Error Protection in Video Over WLAN.

[BibT_eX]

[DOI]

Hossein Bobarshad

Mohammad Shikh-Bahaei

IEEE Trans. Multim., 2010

Online Reinforcement Learning for Dynamic Multimedia Systems.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

A Distributed Approach for Optimizing Cascaded Classifier Topologies in Real-Time Stream Mining Systems.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Information-Constrained Resource Allocation in Multicamera Wireless Surveillance Networks.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2010

Fairness Strategies for Wireless Resource Allocation Among Autonomous Multimedia Users.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2010

Optimality and Improvement of Dynamic Voltage Scaling Algorithms for Multimedia Applications.

[BibT_eX]

[DOI]

Zhen Cao

Lei He

IEEE Trans. Circuits Syst. I Regul. Pap., 2010

A Game Theoretic Analysis of Incentives in Content Production and Sharing Over Peer-to-Peer Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2010

Adaptive Topologic Optimization for Large-Scale Stream Mining.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2010

Dynamic conjectures in random access networks using bio-inspired learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2010

Online learning in autonomic multi-hop wireless networks for transmitting mission-critical applications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2010

A systematic framework for dynamically optimizing multi-user wireless video transmission.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2010

A unique beamforming-based equilibrium in multi-user random access SIMO networks.

[BibT_eX]

[DOI]

Omar A. Nasr

Babak Daneshrad

IEEE Commun. Lett., 2010

MAC Layer Jamming Mitigation Using a Game Augmented by Intervention.

[BibT_eX]

[DOI]

Zhichu Lin

EURASIP J. Wirel. Commun. Netw., 2010

Designing Incentive Schemes Based on Intervention: The Case of Perfect Monitoring

[BibT_eX]

[DOI]

CoRR, 2010

Fast Reinforcement Learning for Energy-Efficient Wireless Communications

[BibT_eX]

[DOI]

CoRR, 2010

Structural Solutions to Dynamic Scheduling for Multimedia Transmission in Unknown Wireless Environments

[BibT_eX]

[DOI]

CoRR, 2010

Intervention Mechanism Design for Networks With Selfish Users

[BibT_eX]

[DOI]

CoRR, 2010

Minimizing weighted sum delay for one-to-many file transfer in peer-to-peer networks

[BibT_eX]

[DOI]

Bike Xie

Richard D. Wesel

CoRR, 2010

Content Pricing in Peer-to-Peer Networks.

[BibT_eX]

[DOI]

Proceedings of the 2010 Workshop on the Economics of Networks, Systems, and Computation, 2010

Online layered learning for cross-layer optimization of dynamic multimedia systems.

[BibT_eX]

[DOI]

Proceedings of the First Annual ACM SIGMM Conference on Multimedia Systems, 2010

Designing and optimizing large-scale multimedia mining applications in distributed processing environments.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

End-to-end stochastic scheduling of scalable video overtime-varying channels.

[BibT_eX]

[DOI]

Nesrine Changuel

Bessem Sayadi

Michel Kieffer

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Pricing and Incentives in Peer-to-Peer Networks.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Ordering of stream mining classifiers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Pricing and Distributed Power Control for Relay Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

Sailing good radio waves and transmitting important bits: Relay cooperation in wireless video transmission.

[BibT_eX]

[DOI]

Francesco Verde

Donatella Darsena

Proceedings of the IEEE International Conference on Acoustics, 2010

A new approach to cross-layer optimization of multimedia systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Online reinforcement learning for multimedia buffer control.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Dependent optimal stopping framework for wireless multimedia transmission.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Software adaptation in quality sensitive applications to deal with hardware variability.

[BibT_eX]

[DOI]

Aashish Pant

Puneet Gupta

Proceedings of the 20th ACM Great Lakes Symposium on VLSI 2009, 2010

Towards Efficient, Stable, and Fair Random Access Networks: A Conjectural Equilibrium Approach.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2010

User Subscription Dynamics in Communication Markets.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2010

Design and Analysis of Defection-Proof MAC Protocols Using a Repeated Game Framework.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2010

2009

A new perspective on multi-user power control games in interference channels.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2009

Minimum Required Learning and Impact of Information Feedback Delay for Cognitive Users.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2009

Feedback-Driven Interactive Learning in Dynamic Wireless Resource Management for Delay-Sensitive Users.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2009

Distributed Resource Management in Multihop Cognitive Radio Networks for Delay-Sensitive Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2009

Learning to Compete for Resources in Wireless Stochastic Games.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2009

A New Systematic Framework for Autonomous Cross-Layer Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2009

Conjectural equilibrium in multiuser power control games.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Coalition-Based Resource Negotiation for Multimedia Applications in Informationally Decentralized Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2009

A Framework for Foresighted Resource Reciprocation in P2P Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2009

Automated Bidding for Media Services at the Edge of a Content Delivery Network.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2009

Quality-Based Resource Brokerage for Autonomous Networked Multimedia Applications.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2009

Towards a General Framework for Cross-Layer Decision Making in Multimedia Systems.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2009

Statistical Framework for Video Decoding Complexity Modeling and Prediction.

[BibT_eX]

[DOI]

N. Kontorinis

IEEE Trans. Circuits Syst. Video Technol., 2009

Informationally Decentralized System Resource Management for Multiple Multimedia Tasks.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2009

On the Impact of Bounded Rationality in Peer-to-Peer Networks.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2009

On the Correlated Equilibrium Selection for Two-User Channel Access Games.

[BibT_eX]

[DOI]

Zhichu Lin

IEEE Signal Process. Lett., 2009

Cross Layer Design and Analysis of Multiuser Wireless Video Streaming Over 802.11e EDCA.

[BibT_eX]

[DOI]

Ju-Lan Hsu

IEEE Signal Process. Lett., 2009

Designing autonomous layered video coders.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2009

Spectrum Access Games and Strategic Learning in Cognitive Radio Networks for Delay-Critical Applications.

[BibT_eX]

[DOI]

Proc. IEEE, 2009

Predictive Spectrum Access for Multimedia Users over Multi-Channel Wireless Networks.

[BibT_eX]

[DOI]

Wenchi Tu

J. Commun., 2009

Stackelberg Contention Games in Multiuser Networks.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2009

A Rules-Based Approach for Configuring Chains of Classifiers in Real-Time Stream Mining Systems.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2009

Media-TCP: A Quality-Centric TCP-Friendly Congestion Control for Multimedia Transmission

[BibT_eX]

[DOI]

CoRR, 2009

Structural Solutions for Cross-Layer Optimization of Wireless Multimedia Transmission

[BibT_eX]

[DOI]

CoRR, 2009

Mission-Aware Medium Access Control in Random Access Networks

[BibT_eX]

[DOI]

CoRR, 2009

Efficient resource management with reduced overhead information.

[BibT_eX]

[DOI]

Proceedings of the IEEE 20th International Symposium on Personal, 2009

Revenue maximization and distributed power allocation in cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Workshop on Cognitive Radio Networks, CoRoNet 2009, Beijing, 2009

Topology selection for stream mining systems.

[BibT_eX]

[DOI]

Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining, 2009

Resource-adaptive multimedia analysis on stream mining systems.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Tree configuration games for distributed stream mining systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

A framework for distributed multimedia stream mining systems using coalition-based foresighted strategies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Evolution of social P2P networks based on the dynamics of heterogeneous multimedia peers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Conjectural Equilibrium in Water-Filling Games.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

From competition to coopetition: Stackelberg equilibrium in multi-user power control games.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Conjecture-based channel selection game for delay-sensitive users in multi-channel wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

Achieving coordination in random access networks without explicit message passing.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Game Theory for Networks, 2009

2008

Optimal Resource Allocation for Multimedia Applications over Multiaccess Fading Channels.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2008

Multiuser Multimedia Resource Allocation Over Multicarrier Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

A Queuing Theoretic Approach to Processor Power Adaptation for Video Decoding Systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Analytical Rate-Distortion-Complexity Modeling of Wavelet-Based Video Coders.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Incremental Refinement of Computation for the Discrete Wavelet Transform.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

On the Application of Game-Theoretic Mechanism Design for Resource Allocation in Multimedia Systems.

[BibT_eX]

[DOI]

Shih-Chung Su

IEEE Trans. Multim., 2008

Queuing-Based Dynamic Channel Selection for Heterogeneous Multimedia Applications Over Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2008

Stochastic Optimization for Content Sharing in P2P Systems.

[BibT_eX]

[DOI]

Ritesh Sood

IEEE Trans. Multim., 2008

A Bargaining Theoretic Approach to Quality-Fair System Resource Allocation for Multiple Decoding Tasks.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2008

Compression-Aware Energy Optimization for Video Decoding Systems With Passive Power.

[BibT_eX]

[DOI]

Emrah Akyol

IEEE Trans. Circuits Syst. Video Technol., 2008

Coalition-Based Resource Reciprocation Strategies for P2P Multimedia Broadcasting.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2008

A Simple Characterization of Strategic Behaviors in Broadcast Channels.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2008

Resource Constrained Stream Mining With Classifier Tree Topologies.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2008

Analytical Framework for Optimizing Weighted Average Download Time in Peer-to-Peer Networks

[BibT_eX]

[DOI]

Bike Xie

Richard D. Wesel

CoRR, 2008

Stackelberg Contention Games in Multi-User Networks

[BibT_eX]

[DOI]

CoRR, 2008

Decentralized Knowledge and Learning in Strategic Multi-user Communication

[BibT_eX]

[DOI]

CoRR, 2008

Dynamic channel selection for multi-user video streaming over cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Information-driven resource negotiation strategies for multimedia applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

A scalable complexity specification for video applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

A new theoretic framework for cross-layer optimization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Resource Allocation for Multi-User Video Transmission over Multi-Carrier Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

A New Look at Multi-User Power Control Games.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

Dynamic Resource Allocation of Delay Sensitive Users Using Interactive Learning over Multi-Carrier Networks.

[BibT_eX]

[DOI]

Wenchi Tu

Proceedings of IEEE International Conference on Communications, 2008

Dynamic Spectrum Sharing Using Learning for Delay-Sensitive Applications.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

Distributed Spectrum Allocation of Delay-Sensitive Users over Multi-User Multi-Carrier Networks.

[BibT_eX]

[DOI]

Wenchi Tu

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Foresighted Resource Reciprocation Strategies in P2P Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007

Performance Analysis of Video Transmission Over IEEE 802.11a/e WLANs.

[BibT_eX]

[DOI]

Sai Shankar N.

IEEE Trans. Veh. Technol., 2007

Streaming-Viability Analysis and Packet Scheduling for Video Over In-Vehicle Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2007

Bargaining Strategies for Networked Multimedia Resource Management.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Complexity-Constrained Video Bitstream Shaping.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Generalized Phase Shifting for M-Band Discrete Wavelet Packet Transforms.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Informationally Decentralized Video Streaming Over Multihop Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2007

Cross-Layer Packetization and Retransmission Strategies for Delay-Sensitive Wireless Multimedia Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2007

A Queuing-Theoretic Approach to Task Scheduling and Processor Selection for Video-Decoding Applications.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2007

Noncollaborative Resource Management for Wireless Multimedia Applications Using Mechanism Design.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2007

Complexity Model Based Proactive Dynamic Voltage Scaling for Video Decoding Systems.

[BibT_eX]

[DOI]

Emrah Akyol

IEEE Trans. Multim., 2007

Distortion-Driven Video Streaming over Multihop Wireless Networks with Path Diversity.

[BibT_eX]

[DOI]

Xiaolin Tong

IEEE Trans. Mob. Comput., 2007

Adaptive Linear Prediction for Resource Estimation of Video Decoding.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2007

Rate Allocation for Noncollaborative Multiuser Speech Communication Systems Based on Bargaining Theory.

[BibT_eX]

[DOI]

Bengt J. Borgstrom

Abeer Alwan

IEEE Trans. Speech Audio Process., 2007

Configuring Competing Classifier Chains in Distributed Stream Mining Systems.

[BibT_eX]

[DOI]

J. Sel. Topics Signal Processing, 2007

A Pricing Mechanism for Resource Allocation in Wireless Multimedia Applications.

[BibT_eX]

[DOI]

Tudor M. Stoenescu

J. Sel. Topics Signal Processing, 2007

Multi-user video streaming over multi-hop wireless networks: a distributed, cross-layer approach based on priority queuing.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2007

Collaborative resource exchanges for peer-to-peer video streaming over wireless mesh networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2007

Mechanism-based resource allocation for multimedia transmission over spectrum agile wireless networks.

[BibT_eX]

[DOI]

Ahmad Reza Fattahi

Fernando Paganini

IEEE J. Sel. Areas Commun., 2007

A New Theoretic Foundation for Cross-Layer Optimization

[BibT_eX]

[DOI]

CoRR, 2007

Learning for Dynamic Bidding in Cognitive Radio Resources

[BibT_eX]

[DOI]

CoRR, 2007

Cross-Layer Optimized Wireless Multimedia Communications.

[BibT_eX]

[DOI]

Adv. Multim., 2007

Graceful Quality Degradation for Video Decoding Systems Through Priority Scheduling and Processor Power Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Buffer Constrained Proactive Dynamic Voltage Scaling for Video Decoding Systems.

[BibT_eX]

[DOI]

Emrah Akyol

Proceedings of the International Conference on Image Processing, 2007

Optimal Resource Allocation in Wireless Multiaccess Video Transmissions.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2007

Multi-User Multimedia Resource Management using Nash Bargaining Solution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Fairness Strategies for Multi-user Multimedia Applications in Competitive Environments using the Kalai-Smorodinsky Bargaining Solution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Configuring Networked Classifiers in Distributed and Resource Constrained Stream Processing Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Analytical Complexity Modeling of Wavelet-based Video Coders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

MPEG-4 Beyond Conventional Video Coding: Object Coding, Resilience, and Scalability

[BibT_eX]

[DOI]

Thomas Stockhammer

Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02239-5, 2006

Operational rate-distortion modeling for wavelet video coders.

[BibT_eX]

[DOI]

Mingshi Wang

IEEE Trans. Signal Process., 2006

Classification-Based System For Cross-Layer Optimized Wireless Video Transmission.

[BibT_eX]

[DOI]

Raymond Wong

IEEE Trans. Multim., 2006

Failure-Aware, Open-Loop, Adaptive Video Streaming With Packet-Level Optimized Redundancy.

[BibT_eX]

[DOI]

Ram Keralapura

Chen-Nee Chuah

IEEE Trans. Multim., 2006

Optimized Scalable Video Streaming over IEEE 802.11a/e HCCA Wireless Networks under Delay Constraints.

[BibT_eX]

[DOI]

Zhiping Hu

IEEE Trans. Mob. Comput., 2006

3-band motion-compensated temporal structures for scalable video coding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

Model-based joint source channel coding for subband video.

[BibT_eX]

[DOI]

Mingshi Wang

IEEE Signal Process. Lett., 2006

Cross-Layer Optimized Video Streaming Over Wireless Multihop Mesh Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2006

A 5-band Temporal Lifting Scheme for Video Surveillance.

[BibT_eX]

[DOI]

Maria Trocan

Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

Multi-user Video Streaming over Multi-hop Wireless Networks: A Cross-Layer Priority Queuing Scheme.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2006), 2006

Game-Theoretic Paradigm for Resource Management in Spectrum Agile Wireless Networks.

[BibT_eX]

[DOI]

Ahmad Reza Fattahi

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Collaborative Resource Management for Video Over Wireless Multi-Hop Mesh Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Cross-layer Video Streaming Over 802.11e-Enabled Wireless Mesh Networks.

[BibT_eX]

[DOI]

Dilip Krishnaswamy

John B. Vicente

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Scalable Resource Management for Video Streaming Over IEEE802.11A/E.

[BibT_eX]

[DOI]

Zhiping Hu

S. Heo

S. Suh

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms.

[BibT_eX]

[DOI]

Sai Shankar Nandagopalan

IEEE Wirel. Commun., 2005

Rate-distortion-complexity modeling for network and receiver aware adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2005

Classification-based multidimensional adaptation prediction for scalable video coding using subjective quality evaluation.

[BibT_eX]

[DOI]

Yong Wang

Shih-Fu Chang

Alexander C. Loui

IEEE Trans. Circuits Syst. Video Technol., 2005

Complexity scalable motion compensated wavelet video encoding.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2005

Improved update operators for lifting-based motion-compensated temporal filtering.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2005

Unconstrained motion compensated temporal filtering (UMCTF) for efficient and flexible interframe wavelet video coding.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2005

Integrated multi-objective cross-layer optimization for wireless multimedia transmission.

[BibT_eX]

[DOI]

A. Murat Tekalp

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Optimized wireless video transmission using classification.

[BibT_eX]

[DOI]

Raymond S. Wong

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Enterprise multimedia streaming: issues, background and new developments.

[BibT_eX]

[DOI]

Krishna Ratakonda

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Proactive Energy Optimization Algorithms for Wavelet-Based Video Codecs on Power-Aware Processors.

[BibT_eX]

[DOI]

Wen-Fu Kao

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Cross-layer aware packetization strategies for optimized wireless multimedia transmission.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

New fairness paradigms for wireless multimedia communication.

[BibT_eX]

[DOI]

Sai Shankar N.

Proceedings of the 2005 International Conference on Image Processing, 2005

Compact dependent key generation methods for encryption-based subscription differentiation for scalable bit-streams.

[BibT_eX]

[DOI]

Debargha Mukherjee

Proceedings of the 2005 International Conference on Image Processing, 2005

Integrated application MAC modeling for cross-layer optimized wireless video.

[BibT_eX]

[DOI]

Raymond Wong

Sai Shankar Nandagopalan

Proceedings of IEEE International Conference on Communications, 2005

Rate-Distortion Modeling for Wavelet Video Coders.

[BibT_eX]

[DOI]

Mingshi Wang

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Optimal Upload Policies for P2P Networks with System Imposed Constraints.

[BibT_eX]

[DOI]

Ritesh Sood

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Cross-layer resource allocation for delay constrained wireless video transmission.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Complexity metric driven energy optimization framework for implementing MPEG-21 scalable video decoders.

[BibT_eX]

[DOI]

Gouri Landge

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Combined data partitioning and fine granularity scalability for channel adaptive video transmission.

[BibT_eX]

[DOI]

Karl Wittig

Yingwei Chen

Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

Generic modeling of complexity for motion-compensated wavelet video decoders.

[BibT_eX]

[DOI]

Gouri Landge

Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

A layered complexity-aware scalable video encryption scheme.

[BibT_eX]

[DOI]

Liping Guo

Debargha Mukherjee

Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

2004

Providing adaptive QoS to layered video over wireless local area networks through real-time retry limit adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2004

Interframe wavelet coding - motion picture representation for universal scalability.

[BibT_eX]

[DOI]

Jens-Rainer Ohm

John W. Woods

Signal Process. Image Commun., 2004

In-band motion compensated temporal filtering.

[BibT_eX]

[DOI]

Joeri Barbarien

Jan Cornelis

Signal Process. Image Commun., 2004

Editorial.

[BibT_eX]

[DOI]

Zixiang Xiong

Jie Chen

Eckehard G. Steinbach

C.-C. Jay Kuo

Ming-Ting Sun

EURASIP J. Adv. Signal Process., 2004

Scalable Video Transcaling for the Wireless Internet.

[BibT_eX]

[DOI]

Shirish Karande

EURASIP J. Adv. Signal Process., 2004

Predicting optimal operation of MC-3DSBC multidimensional scalable video coding using subjective quality measurement.

[BibT_eX]

[DOI]

Yong Wang

Tian-Tsong Ng

Shih-Fu Chang

Proceedings of the Visual Communications and Image Processing 2004, 2004

Reduced complexity genetic algorithm for motion estimation.

[BibT_eX]

[DOI]

Rahul Khanna

Proceedings of the Visual Communications and Image Processing 2004, 2004

Arithmetic coding with adaptive context-tree weighting for the H.264 video coders.

[BibT_eX]

[DOI]

Danny Hong

Proceedings of the Visual Communications and Image Processing 2004, 2004

Adaptive modulated scalable video transmission over wireless networks with a game theoretic approach.

[BibT_eX]

[DOI]

Dilip Krishnaswamy

Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Weighted average spatio-temporal update operator for subband video coding.

[BibT_eX]

[DOI]

Proceedings of the 2004 International Conference on Image Processing, 2004

Joint data compression and error protection for collaborative transmission.

[BibT_eX]

[DOI]

Haitong Sun

Zhi Ding

Proceedings of the 2004 International Conference on Image Processing, 2004

Rate-distortion-complexity adaptive video compression and streaming.

[BibT_eX]

Proceedings of the 2004 International Conference on Image Processing, 2004

Fine-granular-scalability video streaming over wireless LANs using cross layer error control.

[BibT_eX]

[DOI]

Xiaofeng Xu

Santhana Krishnamachari

Sunghyun Choi

Yao Wang

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Highly scalable video coding by bidirectional predict-update 3-band schemes.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Error protection of video over wireless local area networks through real-time retry limit adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Real-time ubiquitous multimedia streaming using rate-distortion-complexity models.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

Multiple descriptions scalable video coding.

[BibT_eX]

[DOI]

Proceedings of the 2004 12th European Signal Processing Conference, 2004

Scalable motion vector coding for MC-EZBC.

[BibT_eX]

[DOI]

Zhiping Hu

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

Adaptive cross-layer protection strategies for robust scalable video transmission over 802.11 WLANs.

[BibT_eX]

[DOI]

Santhana Krishnamachari

Sunghyun Choi

Xiaofeng Xu

IEEE J. Sel. Areas Commun., 2003

Fully scalable 3D overcomplete wavelet video coding using adaptive motion compensated temporal filtering.

[BibT_eX]

Jong C. Ye

Proceedings of the Visual Communications and Image Processing 2003, 2003

Adaptive overcomplete wavelet video coding with spatial transcaling.

[BibT_eX]

Jong C. Ye

Proceedings of the Visual Communications and Image Processing 2003, 2003

Complete-to-overcomplete discrete wavelet transforms for scalable video coding with MCTF.

[BibT_eX]

Proceedings of the Visual Communications and Image Processing 2003, 2003

Adaptive error control for fine-granular-scalability video coding over IEEE 802.11 wireless LANs.

[BibT_eX]

[DOI]

Xiaofeng Xu

Santhana Krishnamachari

Sunghyun Choi

Yao Wang

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Reduced complexity spatio-temporal scalable motion compensated wavelet video encoding.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Temporal prediction and differential coding of motion vectors in the MCTF framework.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Multiple description scalable coding using wavelet-based motion compensated temporal filtering.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Control of the distortion variation in video coding systems based on motion compensated temporal filtering.

[BibT_eX]

[DOI]

Jan Cornelis

Proceedings of the 2003 International Conference on Image Processing, 2003

Spatio-temporal-SNR scalable wavelet coding with motion-compensated DCT base-layer architectures.

[BibT_eX]

[DOI]

Jan Cornelis

Proceedings of the 2003 International Conference on Image Processing, 2003

Content-adaptive filtering in the UMCTF framework.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Unconstrained motion compensated temporal filtering (UMCTF) framework for wavelet video coding.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Fully-scalable wavelet video coding using in-band motion compensated temporal filtering.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Adaptive motion-compensation fine-granular-scalability (AMC-FGS) for wireless video.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2002

Fine-granularity-scalability for wireless video and scalable storage.

[BibT_eX]

Joseph P. Meehan

Proceedings of the Visual Communications and Image Processing 2002, 2002

Adaptive frequency weighting for fine-granularity-scalability.

[BibT_eX]

Sharon S. Peng

Proceedings of the Visual Communications and Image Processing 2002, 2002

FGS+: optimizing the joint SNR-temporal video quality in MPEG-4 fine grained scalable coding.

[BibT_eX]

[DOI]

Raj Kumar Rajendran

Shih-Fu Chang

Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Resource-driven MPEG-4 FGS for universal multimedia access.

[BibT_eX]

[DOI]

Richard Chen

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Robust transmission of MPEG-4 scalable video over 4G wireless networks.

[BibT_eX]

[DOI]

Joseph P. Meehan

Proceedings of the 2002 International Conference on Image Processing, 2002

Scene-dependent frequency weighting for subjective quality improvement of MPEG-4 fine-granularity-scalability.

[BibT_eX]

[DOI]

Sharon S. Peng

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

Unequal packet loss resilience for fine-granular-scalability video.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2001

The MPEG-4 fine-grained scalable video coding method for multimedia streaming over IP.

[BibT_eX]

[DOI]

Yingwei Chen

IEEE Trans. Multim., 2001

A hybrid temporal-SNR fine-granular scalability for Internet video.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2001

Fine-grained loss protection for robust Internet video streaming.

[BibT_eX]

Proceedings of the Visual Communications and Image Processing 2001, 2001

Motion-compensation fine-granular-scalability (MC-FGS) for wireless multimedia.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Content-based selective enhancement for streaming video.

[BibT_eX]

[DOI]

Y.-T. Lin

Proceedings of the 2001 International Conference on Image Processing, 2001

Temporal-SNR rate-control for Fine-Granular Scalability.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Near-lossless complexity-scalable embedded compression algorithm for cost reduction in DTV receivers.

[BibT_eX]

[DOI]

Mihaela van der Schaar-Mitrea

Peter H. N. de With

IEEE Trans. Consumer Electron., 2000

Hybrid compression of video with graphics in DTV communication systems.

[BibT_eX]

[DOI]

Peter H. N. de With

IEEE Trans. Consumer Electron., 2000

Scalable MPEG-4 Video Coding with Graceful Packet-Loss Resilience over Bandwidth-Varying Networks.

[BibT_eX]

[DOI]

C. Dufour

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

A Novel MPEG-4 Based Hybrid Temporal-SNR Scalability for Internet Video.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

Packet-Loss Resilient Internet Video Using MPEG-4 Fine Granular Scalability.

[BibT_eX]

[DOI]