Richard G. Baraniuk

SIAM J. Math. Data Sci., December, 2022

On Local Distributions in Graph Signal Processing.

[BibT_eX]

[DOI]

T. Mitchell Roddenberry

Fernando Gama

Santiago Segarra

IEEE Trans. Signal Process., 2022

Extreme Compressed Sensing of Poisson Rates From Multiple Measurements.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Max-Affine Spline Insights Into Deep Network Pruning.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

Recurrent Scattering Network Detects Metastable Behavior in Polyphonic Seismo-Volcanic Signals for Volcano Eruption Forecasting.

[BibT_eX]

[DOI]

Ángel Bueno Rodríguez

IEEE Trans. Geosci. Remote. Sens., 2022

Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2022

Uniform Partitioning of Data Grid for Association Detection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Foveated Thermal Computational Imaging in the Wild Using All-Silicon Meta-Optics.

[BibT_eX]

[DOI]

CoRR, 2022

Overfreezing Meets Overparameterization: A Double Descent Perspective on Transfer Learning of Deep Neural Networks.

[BibT_eX]

[DOI]

Lorenzo Luzi

CoRR, 2022

A Visual Tour Of Current Challenges In Multimodal Language Models.

[BibT_eX]

[DOI]

Naiming Liu

CoRR, 2022

Batch Normalization Explained.

[BibT_eX]

[DOI]

CoRR, 2022

Benign Overparameterization in Membership Inference with Early Stopping.

[BibT_eX]

[DOI]

CoRR, 2022

Open-Ended Knowledge Tracing.

[BibT_eX]

[DOI]

CoRR, 2022

Singular Value Perturbation and Deep Network Optimization.

[BibT_eX]

[DOI]

CoRR, 2022

NeuroView-RNN: It's About Time.

[BibT_eX]

[DOI]

CoRR, 2022

MINER: Multiscale Implicit Neural Representations.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-task network for automated analysis of high-resolution endomicroscopy images to detect cervical precancer and cancer.

[BibT_eX]

[DOI]

Júlio C. Possati-Resende

Miriam L. Cremer

Philip E. Castle

José H. T. G. Fregnani

Mauricio Maza

Kathleen M. Schmeler

Rebecca R. Richards-Kortum

Comput. Medical Imaging Graph., 2022

Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference.

[BibT_eX]

[DOI]

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

Momentum Transformer: Closing the Performance Gap Between Self-attention and Its Linearization.

[BibT_eX]

[DOI]

Proceedings of the Mathematical and Scientific Machine Learning, 2022

Third Annual Workshop on A/B Testing and Platform-Enabled Learning Research.

[BibT_eX]

[DOI]

Proceedings of the L@S'22: Ninth ACM Conference on Learning @ Scale, New York City, NY, USA, June 1, 2022

Improving Transformers with Probabilistic Attention Keys.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining.

[BibT_eX]

[DOI]

Ahmed Imtiaz Humayun

Proceedings of the Tenth International Conference on Learning Representations, 2022

No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds.

[BibT_eX]

[DOI]

Ahmed Imtiaz Humayun

Anastasios Kyrillidis

Proceedings of the IEEE International Conference on Acoustics, 2022

Unrolling Particles: Unsupervised Learning of Sampling Distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

DeepHull: Fast Convex Hull Approximation in High Dimensions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

NFT-K: Non-Fungible Tangent Kernels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

NeuroView-RNN: It's About Time.

[BibT_eX]

[DOI]

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Open-ended Knowledge Tracing for Computer Science Education.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

MINER: Multiscale Implicit Neural Representation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values.

[BibT_eX]

[DOI]

Ahmed Imtiaz Humayun

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Towards Human-Like Educational Question Generation with Large Language Models.

[BibT_eX]

[DOI]

Jakob Valdez

Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022

Automated Scoring for Reading Comprehension via In-context BERT Tuning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022

Spatial Transformer K-Means.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

A Multisensory Approach to Present Phonemes as Language Through a Wearable Haptic Device.

[BibT_eX]

[DOI]

IEEE Trans. Haptics, 2021

Mad Max: Affine Spline Insights Into Deep Learning.

[BibT_eX]

[DOI]

Proc. IEEE, 2021

SASSI - Super-Pixelated Adaptive Spatio-Spectral Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Transformer with a Mixture of Gaussian Keys.

[BibT_eX]

[DOI]

CoRR, 2021

NeuroView: Explainable Deep Network Decision Making.

[BibT_eX]

[DOI]

C. J. Barberan

CoRR, 2021

A Farewell to the Bias-Variance Tradeoff? An Overview of the Theory of Overparameterized Machine Learning.

[BibT_eX]

[DOI]

Vidya Muthukumar

CoRR, 2021

Double Descent and Other Interpolation Phenomena in GANs.

[BibT_eX]

[DOI]

Lorenzo Luzi

CoRR, 2021

NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Arzoo Katiyar

CoRR, 2021

Fast Jacobian-Vector Product for Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Transfer Learning Can Outperform the True Prior in Double Descent Regularization.

[BibT_eX]

[DOI]

CoRR, 2021

Max-Affine Spline Insights Into Deep Network Pruning.

[BibT_eX]

[DOI]

CoRR, 2021

The Flip Side of the Reweighted Coin: Duality of Adaptive Dropout and Regularization.

[BibT_eX]

[DOI]

Hamid Javadi

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

Deep Autoencoders: From Understanding to Generalization Guarantees.

[BibT_eX]

[DOI]

Proceedings of the Mathematical and Scientific Machine Learning, 2021

Interpretable and Learnable Super-Resolution Time-Frequency Representation.

[BibT_eX]

[DOI]

Hervé Glotin

Proceedings of the Mathematical and Scientific Machine Learning, 2021

NePTuNe: Neural Powered Tucker Networkfor Knowledge Graph Completion.

[BibT_eX]

[DOI]

Arzoo Katiyar

Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

The Recurrent Neural Tangent Kernel.

[BibT_eX]

[DOI]

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

Thermal Image Processing via Physics-Inspired Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Wearing A Mask: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Math Operation Embeddings for Open-ended Solution Analysis and Feedback.

[BibT_eX]

Proceedings of the 14th International Conference on Educational Data Mining, 2021

Scientific Formula Retrieval via Tree Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Minipatch Learning as Implicit Ridge-Like Regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

A Case Study in Bootstrapping Ontology Graphs from Textbooks.

[BibT_eX]

[DOI]

Vinay K. Chaudhri

Matthew Boggess

Han Lin Aung

Andrew C. Waters

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

A Relationship Selection Task (short paper).

[BibT_eX]

[DOI]

Vinay K. Chaudhri

Proceedings of the Third International Workshop on Inteligent Textbooks 2021 Co-located with 22nd International Conference on Artificial Intelligence in Education (AIED 2021), 2021

Towards Blooms Taxonomy Classification Without Labels.

[BibT_eX]

[DOI]

Kyle Manning

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

Mathematical Formula Representation via Tree Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Third International Workshop on Inteligent Textbooks 2021 Co-located with 22nd International Conference on Artificial Intelligence in Education (AIED 2021), 2021

Educational Question Mining At Scale: Prediction, Analysis and Personalization.

[BibT_eX]

[DOI]

José Miguel Hernández-Lobato

Sebastian Tschiatschek

Simon Woodhead

Simon Peyton Jones

Cheng Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Inverse Scattering via Transmission Matrices: Broadband Illumination and Fast Phase Retrieval Algorithms.

[BibT_eX]

[DOI]

Manoj Kumar Sharma

IEEE Trans. Computational Imaging, 2020

Universal Frame Thresholding.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

The science of deep learning.

[BibT_eX]

[DOI]

David L. Donoho

Matan Gavish

Proc. Natl. Acad. Sci. USA, 2020

Dual Dynamic Inference: Enabling More Efficient, Adaptive, and Controllable Deep Inference.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2020

Deep Learning Techniques for Inverse Problems in Imaging.

[BibT_eX]

[DOI]

Gregory Ongie

Ajil Jalal

José Miguel Hernández-Lobato

Alexandros G. Dimakis

Rebecca Willett

IEEE J. Sel. Areas Inf. Theory, 2020

Guest Editorial.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

Interpretable Image Clustering via Diffeomorphism-Aware K-Means.

[BibT_eX]

[DOI]

CoRR, 2020

Scalable Neural Tangent Kernel of Recurrent Architectures.

[BibT_eX]

[DOI]

CoRR, 2020

Provable Finite Data Generalization with Group Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2020

Diagnostic Questions: The NeurIPS 2020 Education Challenge.

[BibT_eX]

[DOI]

CoRR, 2020

Computer-Aided Personalized Education.

[BibT_eX]

[DOI]

CoRR, 2020

Ensembles of Generative Adversarial Networks for Disconnected Data.

[BibT_eX]

[DOI]

Lorenzo Luzi

CoRR, 2020

Analytical Probability Distributions and EM-Learning for Deep Generative Networks.

[BibT_eX]

[DOI]

Sébastien Paris

CoRR, 2020

Interpretable Super-Resolution via a Learned Time-Series Representation.

[BibT_eX]

[DOI]

Hervé Glotin

CoRR, 2020

An Improved Semi-Supervised VAE for Learning Disentangled Representations.

[BibT_eX]

[DOI]

CoRR, 2020

Max-Affine Spline Insights into Deep Generative Networks.

[BibT_eX]

[DOI]

Sébastien Paris

CoRR, 2020

Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent.

[BibT_eX]

[DOI]

CoRR, 2020

MomentumRNN: Integrating Momentum into Recurrent Neural Networks.

[BibT_eX]

[DOI]

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

Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks.

[BibT_eX]

[DOI]

Sébastien Paris

José Miguel Hernández-Lobato

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

Results and Insights from Diagnostic Questions: The NeurIPS 2020 Education Challenge.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Subspace Fitting Meets Regression: The Effects of Supervision and Orthonormality Constraints on Double Descent of Generalization Errors.

[BibT_eX]

[DOI]

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

Sub-linear Memory Sketches for Near Neighbor Search on Streaming Data.

[BibT_eX]

[DOI]

Benjamin Coleman

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

CANOPIC: Pre-Digital Privacy-Enhancing Encodings for Computer Vision.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks.

[BibT_eX]

[DOI]

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

qDKT: Question-centric Deep Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Educational Data Mining, 2020

VarFA: A Variational Factor Analysis Framework For Efficient Bayesian Learning Analytics.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Educational Data Mining, 2020

Attention Word Embedding.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

The Implicit Regularization of Ordinary Least Squares Ensembles.

[BibT_eX]

[DOI]

Hamid Javadi

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

Thresholding Graph Bandits with GrAPL.

[BibT_eX]

[DOI]

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

Inferring Student Comprehension from Highlighting Patterns in Digital Textbooks: An Exploration in an Authentic Learning Platform.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Intelligent Textbooks 2020 co-located with 21st International Conference on Artificial Intelligence in Education (AIED 2020), 2020

2019

Face Detection and Verification Using Lensless Cameras.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2019

InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers.

[BibT_eX]

[DOI]

CoRR, 2019

Drawing early-bird tickets: Towards more efficient training of deep networks.

[BibT_eX]

[DOI]

CoRR, 2019

Out-of-Distribution Detection Using Neural Rendering Generative Models.

[BibT_eX]

[DOI]

CoRR, 2019

A Hessian Based Complexity Measure for Deep Networks.

[BibT_eX]

[DOI]

Hamid Javadi

CoRR, 2019

Adaptive Estimation for Approximate k-Nearest-Neighbor Computations.

[BibT_eX]

[DOI]

Reinhard Heckel

CoRR, 2019

RACE: Sub-Linear Memory Sketches for Approximate Near-Neighbor Search on Streaming Data.

[BibT_eX]

[DOI]

Benjamin Coleman

CoRR, 2019

The Geometry of Deep Networks: Power Diagram Subdivision.

[BibT_eX]

[DOI]

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

A Max-Affine Spline Perspective of Recurrent Neural Networks.

[BibT_eX]

[DOI]

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

A Data-Driven and Distributed Approach to Sparse Signal Representation and Recovery.

[BibT_eX]

[DOI]

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

Representing Formal Languages: A Comparison Between Finite Automata and Recurrent Neural Networks.

[BibT_eX]

[DOI]

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

From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference.

[BibT_eX]

[DOI]

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

A Meta-Learning Augmented Bidirectional Transformer Model for Automatic Short Answer Grading.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Educational Data Mining, 2019

IdeoTrace: a framework for ideology tracing with a case study on the 2016 U.S. presidential election.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Adaptive Estimation for Approximate <i>k</i>-Nearest-Neighbor Computations.

[BibT_eX]

[DOI]

Reinhard Heckel

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

2018

RankMap: A Framework for Distributed Learning From Dense Data Sets.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Insense: Incoherent sensor selection for sparse signals.

[BibT_eX]

[DOI]

Signal Process., 2018

Neural Rendering Model: Joint Generation and Prediction for Semi-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Unsupervised Learning with Stein's Unbiased Risk Estimator.

[BibT_eX]

[DOI]

Reinhard Heckel

CoRR, 2018

A Spline Theory of Deep Networks (Extended Version).

[BibT_eX]

[DOI]

CoRR, 2018

prDeep: Robust Phase Retrieval with Flexible Deep Neural Networks.

[BibT_eX]

[DOI]

Philip Schniter

CoRR, 2018

Semi-Supervised Learning Enabled by Multiscale Deep Neural Network Inversion.

[BibT_eX]

[DOI]

Hervé Glotin

CoRR, 2018

QG-net: a data-driven question generation model for educational content.

[BibT_eX]

[DOI]

Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018

prDeep: Robust Phase Retrieval with a Flexible Deep Network.

[BibT_eX]

[DOI]

Philip Schniter

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

Spline Filters For End-to-End Deep Learning.

[BibT_eX]

[DOI]

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

A Spline Theory of Deep Networks.

[BibT_eX]

[DOI]

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

MISSION: Ultra Large-Scale Feature Selection using Count-Sketches.

[BibT_eX]

[DOI]

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

An Expectation-Maximization Approach to Tuning Generalized Vector Approximate Message Passing.

[BibT_eX]

[DOI]

Philip Schniter

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Conveying language through haptics: a multi-sensory approach.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018

2017

Exponential Decay of Reconstruction Error From Binary Measurements of Sparse Signals.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

FlatCam: Thin, Lensless Cameras Using Coded Aperture and Computation.

[BibT_eX]

[DOI]

M. Salman Asif

Ali Ayremlou

IEEE Trans. Computational Imaging, 2017

Compressive Video Sensing: Algorithms, architectures, and applications.

[BibT_eX]

[DOI]

Thomas A. Goldstein

IEEE Signal Process. Mag., 2017

Introduction to the Issue on Signal Processing and Machine Learning.

[BibT_eX]

[DOI]

Mihaela van der Schaar

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

BLAh: Boolean Logic Analysis for Graded Student Response Data.

[BibT_eX]

[DOI]

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

Overcomplete Frame Thresholding for Acoustic Scene Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

Semi-Supervised Learning via New Deep Network Inversion.

[BibT_eX]

[DOI]

CoRR, 2017

Adaptive Partitioning Spline Neural Networks: Template Matching, Memorization, Inhibitor Connections, Inversion, Semi-Sup, Topology Search.

[BibT_eX]

[DOI]

CoRR, 2017

Data-Mining Textual Responses to Uncover Misconception Patterns.

[BibT_eX]

[DOI]

Joshua J. Michalenko

CoRR, 2017

Learned D-AMP: A Principled CNN-based Compressive Image Recovery Algorithm.

[BibT_eX]

[DOI]

CoRR, 2017

Learned D-AMP: Principled Neural Network based Compressive Image Recovery.

[BibT_eX]

[DOI]

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

D.TRUMP: Data-mining Textual Responses to Uncover Misconception Patterns.

[BibT_eX]

[DOI]

Joshua J. Michalenko

Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

Sketched covariance testing: A compression-statistics tradeoff.

[BibT_eX]

[DOI]

Parikshit Shah

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

RHash: Robust Hashing via L_infinity-norm Distortion.

[BibT_eX]

[DOI]

Amirali Aghazadeh

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Coherent inverse scattering via transmission matrices: Efficient phase retrieval algorithms and a public dataset.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computational Photography, 2017

Flat focus: depth of field analysis for the FlatCam lensless imaging system.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Learning to invert: Signal recovery via Deep Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Contextual multi-armed bandit algorithms for personalized learning action selection.

[BibT_eX]

[DOI]

Indu Manickam

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Short-Answer Responses to STEM Exercises: Measuring Response Validity and Its Impact on Learning.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Educational Data Mining, 2017

A Latent Factor Model For Instructor Content Preference Analysis.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Educational Data Mining, 2017

Data-Mining Textual Responses to Uncover Misconception Patterns.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Educational Data Mining, 2017

Personalized Feedback for Open-Response Mathematical Questions using Long Short-Term Memory Networks.

[BibT_eX]

[DOI]

Joshua J. Michalenko

Proceedings of the 10th International Conference on Educational Data Mining, 2017

DeepCodec: Adaptive sensing and recovery via deep convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

From Denoising to Compressed Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Lensless Imaging: A computational renaissance.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2016

MOOC Adventures in Signal Processing: Bringing DSP to the era of massive open online courses.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2016

Signal Processing for Computational Photography and Displays [From the Guest Editors].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2016

Semi-Supervised Learning with the Deep Rendering Mixture Model.

[BibT_eX]

[DOI]

CoRR, 2016

One-Bit Compressive Sensing of Dictionary-Sparse Signals.

[BibT_eX]

[DOI]

CoRR, 2016

Near-Isometric Binary Hashing for Large-scale Datasets.

[BibT_eX]

[DOI]

Amirali Aghazadeh

CoRR, 2016

Deterministic Column Sampling for Low-Rank Matrix Approximation: Nyström vs. Incomplete Cholesky Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

A Probabilistic Framework for Deep Learning.

[BibT_eX]

[DOI]

Ankit B. Patel

Minh Tan Nguyen

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

Dealbreaker: A Nonlinear Latent Variable Model for Educational Data.

[BibT_eX]

[DOI]

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

BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

A Contextual Bandits Framework for Personalized Learning Action Selection.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Educational Data Mining, 2016

Optimal ranking of test items using the Rasch model.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

NuMax: A Convex Approach for Learning Near-Isometric Linear Embeddings.

[BibT_eX]

[DOI]

Wotao Yin

IEEE Trans. Signal Process., 2015

The STOne Transform: Multi-Resolution Image Enhancement and Compressive Video.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Video Compressive Sensing for Spatial Multiplexing Cameras Using Motion-Flow Models.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2015

A Probabilistic Theory of Deep Learning.

[BibT_eX]

[DOI]

Ankit B. Patel

Minh Tan Nguyen

CoRR, 2015

oASIS: Adaptive Column Sampling for Kernel Matrix Approximation.

[BibT_eX]

[DOI]

CoRR, 2015

Consistent Parameter Estimation for LASSO and Approximate Message Passing.

[BibT_eX]

[DOI]

CoRR, 2015

RankMap: A Platform-Aware Framework for Distributed Learning from Dense Datasets.

[BibT_eX]

[DOI]

CoRR, 2015

FASTA: A Generalized Implementation of Forward-Backward Splitting.

[BibT_eX]

[DOI]

Tom Goldstein

CoRR, 2015

Self-Expressive Decompositions for Matrix Approximation and Clustering.

[BibT_eX]

[DOI]

CoRR, 2015

FlatCam: Thin, Bare-Sensor Cameras using Coded Aperture and Computation.

[BibT_eX]

[DOI]

M. Salman Asif

Ali Ayremlou

CoRR, 2015

BayesRank: A Bayesian Approach to Ranked Peer Grading.

[BibT_eX]

[DOI]

David Tinapple

Proceedings of the Second ACM Conference on Learning @ Scale, 2015

Mathematical Language Processing: Automatic Grading and Feedback for Open Response Mathematical Questions.

[BibT_eX]

[DOI]

Proceedings of the Second ACM Conference on Learning @ Scale, 2015

BM3D-AMP: A new image recovery algorithm based on BM3D denoising.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

FlatCam: Replacing Lenses with Masks and Computation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Dynamic model generation for application of compressed sensing to cryo-electron tomography reconstruction.

[BibT_eX]

[DOI]

Sally L. Wood

Ernesto Fontenla

Wah Chiu

Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

A deep learning approach to structured signal recovery.

[BibT_eX]

[DOI]

Ankit B. Patel

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

An information-theoretic measure of dependency among variables in large datasets.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Iterative reconstruction from limited angle, limited view projections for cryo-electron tomography.

[BibT_eX]

[DOI]

Sally L. Wood

Ernesto Fontenla

Wah Chiu

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Compressive Sensing.

[BibT_eX]

[DOI]

Computer Vision, A Reference Guide, 2014

Minimum Complexity Pursuit for Universal Compressed Sensing.

[BibT_eX]

[DOI]

Shirin Jalali

IEEE Trans. Inf. Theory, 2014

Sparsity and Structure in Hyperspectral Imaging : Sensing, Reconstruction, and Target Detection.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

Fast Alternating Direction Optimization Methods.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2014

Sparse factor analysis for learning and content analytics.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2014

Democratic Representations.

[BibT_eX]

[DOI]

CoRR, 2014

Video Compressive Sensing for Dynamic MRI.

[BibT_eX]

[DOI]

Jianing Shi

Wotao Yin

CoRR, 2014

Sparse Bilinear Logistic Regression.

[BibT_eX]

[DOI]

Jianing Shi

Yangyang Xu

CoRR, 2014

A Field Guide to Forward-Backward Splitting with a FASTA Implementation.

[BibT_eX]

[DOI]

Tom Goldstein

CoRR, 2014

Fast Sublinear Sparse Representation using Shallow Tree Matching Pursuit.

[BibT_eX]

[DOI]

CoRR, 2014

Toward Compressive Camera Networks.

[BibT_eX]

[DOI]

Kaushik Mitra

Computer, 2014

Time-varying learning and content analytics via sparse factor analysis.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Matrix recovery from quantized and corrupted measurements.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

LIE operators for compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Quantized Matrix Completion for Personalized Learning.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Educational Data Mining, 2014

Active Learning for Undirected Graphical Model Selection.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Design and Analysis of Compressed Sensing Radar Detectors.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Asymptotic Analysis of Complex LASSO via Complex Approximate Message Passing (CAMP).

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Measurement Bounds for Sparse Signal Ensembles via Graphical Models.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Compressive Acquisition of Linear Dynamical Systems.

[BibT_eX]

[DOI]

Pavan K. Turaga

Rama Chellappa

SIAM J. Imaging Sci., 2013

Greedy feature selection for subspace clustering.

[BibT_eX]

[DOI]

Eva L. Dyer

J. Mach. Learn. Res., 2013

Maximin Analysis of Message Passing Algorithms for Recovering Block Sparse Signals

[BibT_eX]

[DOI]

CoRR, 2013

Swapping Variables for High-Dimensional Sparse Regression from Correlated Measurements.

[BibT_eX]

[DOI]

CoRR, 2013

Parameterless Optimal Approximate Message Passing.

[BibT_eX]

[DOI]

CoRR, 2013

Asymptotic Analysis of LASSOs Solution Path with Implications for Approximate Message Passing.

[BibT_eX]

[DOI]

CoRR, 2013

The STONE Transform: Multi-Resolution Image Enhancement and Real-Time Compressive Video.

[BibT_eX]

[DOI]

CoRR, 2013

When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Open online platforms advancing DSP education.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Subspace clustering with dense representations.

[BibT_eX]

[DOI]

Eva L. Dyer

Proceedings of the IEEE International Conference on Acoustics, 2013

Adaptive step size selection for optimization via the ski rental problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Bayesian pairwise collaboration detection in educational datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Compressive sensing radar: Simulation and experiments for target detection.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Test-size Reduction for Concept Estimation.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Educational Data Mining, 2013

Joint Topic Modeling and Factor Analysis of Textual Information and Graded Response Data.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Educational Data Mining, 2013

Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Educational Data Mining, 2013

2012

Regime Change: Bit-Depth Versus Measurement-Rate in Compressive Sensing.

[BibT_eX]

[DOI]

Jason N. Laska

IEEE Trans. Signal Process., 2012

The Pros and Cons of Compressive Sensing for Wideband Signal Acquisition: Noise Folding versus Dynamic Range.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Signal Recovery on Incoherent Manifolds.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2012

Kronecker Compressive Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Trends in Signal Processing Education [In the Spotlight].

[BibT_eX]

[DOI]

Wayne T. Padgett

IEEE Signal Process. Mag., 2012

VLSI Design of Approximate Message Passing for Signal Restoration and Compressive Sensing.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2012

Multi-robot target verification with reachability constraints.

[BibT_eX]

[DOI]

Devin K. Grady

Mark Moll

Lydia E. Kavraki

Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2012

Multi-objective sensor-based replanning for a car-like robot.

[BibT_eX]

[DOI]

Devin K. Grady

Mark Moll

Lydia E. Kavraki

Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2012

Near-isometric linear embeddings of manifolds.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Sequentially designed compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Minimum complexity pursuit: Stability analysis.

[BibT_eX]

[DOI]

Shirin Jalali

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

SPIN: Iterative signal recovery on incoherent manifolds.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

CS-MUVI: Video compressive sensing for spatial-multiplexing cameras.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Computational Photography, 2012

A bit-constrained sar adc for compressive acquisition of frequency sparse signals.

[BibT_eX]

[DOI]

Charles K. Sestok

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Dictionary learning from sparsely corrupted or compressed signals.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A compressive phase-locked loop.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Signal representations with minimum ℓ∞-norm.

[BibT_eX]

[DOI]

Wotao Yin

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

2011

Trust, But Verify: Fast and Accurate Signal Recovery From 1-Bit Compressive Measurements.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Sampling and Recovery of Pulse Streams.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Learning Low-Dimensional Signal Models.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2011

Anisotropic Nonlocal Means Denoising

[BibT_eX]

[DOI]

Manjari Narayan

CoRR, 2011

A Theory for Optical flow-based Transport on Image Manifolds

[BibT_eX]

[DOI]

Sriram Nagaraj

CoRR, 2011

Stable Restoration and Separation of Approximately Sparse Signals

[BibT_eX]

[DOI]

CoRR, 2011

The Pros and Cons of Compressive Sensing for Wideband Signal Acquisition: Noise Folding vs. Dynamic Range

[BibT_eX]

[DOI]

CoRR, 2011

Deterministic Bounds for Restricted Isometry of Compressed Sensing Matrices

[BibT_eX]

[DOI]

CoRR, 2011

Bounds on the Reconstruction of Sparse Signal Ensembles from Distributed Measurements

[BibT_eX]

[DOI]

CoRR, 2011

SpaRCS: Recovering low-rank and sparse matrices from compressive measurements.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Least favorable compressed sensing problems for first-order methods.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

The compressive multiplexer for multi-channel compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Robust support recovery using sparse compressive sensing matrices.

[BibT_eX]

[DOI]

Jarvis D. Haupt

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Recovery guarantees for restoration and separation of approximately sparse signals.

[BibT_eX]

[DOI]

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

Go with the flow: Optical flow-based transport operators for image manifolds.

[BibT_eX]

[DOI]

Sriram Nagaraj

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

Suboptimality of nonlocal means on images with sharp edges.

[BibT_eX]

[DOI]

Manjari Narayan

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

The polyphase random demodulator for wideband compressive sensing.

[BibT_eX]

[DOI]

Jason N. Laska

John P. Slavinsky

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Bayesian compressive sensing via belief propagation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Beyond Nyquist: efficient sampling of sparse bandlimited signals.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2010

Model-based compressive sensing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2010

Joint Manifolds for Data Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Sparse Signal Recovery and Acquisition with Graphical Models.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2010

Low-Dimensional Models for Dimensionality Reduction and Signal Recovery: A Geometric Perspective.

[BibT_eX]

[DOI]

Proc. IEEE, 2010

Applications of Sparse Representation and Compressive Sensing.

[BibT_eX]

[DOI]

Proc. IEEE, 2010

Tuning Support Vector Machines for Minimax and Neyman-Pearson Classification.

[BibT_eX]

[DOI]

Mark A. Davenport

Clayton D. Scott

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Signal Processing With Compressive Measurements.

[BibT_eX]

[DOI]

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

Introduction to the Issue on Compressive Sensing.

[BibT_eX]

[DOI]

Rick Chartrand

Yonina C. Eldar

Mário A. T. Figueiredo

Jared Tanner

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

Texas Hold 'Em algorithms for distributed compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Compressive sensing of a superposition of pulses.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Kronecker product matrices for compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Recovering Spikes from Noisy Neuronal Calcium Signals via Structured Sparse Approximation.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Compressive Acquisition of Dynamic Scenes.

[BibT_eX]

[DOI]

Pavan K. Turaga

Rama Chellappa

Proceedings of the Computer Vision, 2010

Recovery of frequency-sparse signals from compressive measurements.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

High Dimensional Data Fusion via Joint Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the Manifold Learning and Its Applications, 2010

2009

Representation and Compression of Multidimensional Piecewise Functions Using Surflets.

[BibT_eX]

[DOI]

Venkat Chandrasekaran

IEEE Trans. Inf. Theory, 2009

Random Projections of Smooth Manifolds.

[BibT_eX]

[DOI]

Found. Comput. Math., 2009

Compressive Sensing DNA Microarrays.

[BibT_eX]

[DOI]

EURASIP J. Bioinform. Syst. Biol., 2009

A simple proof that random matrices are democratic

[BibT_eX]

[DOI]

CoRR, 2009

Distributed Compressive Sensing

[BibT_eX]

[DOI]

CoRR, 2009

A Theoretical Analysis of Joint Manifolds

[BibT_eX]

[DOI]

CoRR, 2009

Near-optimal Bayesian localization via incoherence and sparsity.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Information Processing in Sensor Networks, 2009

Recovery of compressible signals in unions of subspaces.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

Compressive sensing of streams of pulses.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Model-based compressive sensing for signal ensembles.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Sparse Geodesic Paths.

[BibT_eX]

[DOI]

Mark A. Davenport

Proceedings of the Manifold Learning and Its Applications, 2009

2008

Coherent Multiscale Image Processing Using Dual-Tree Quaternion Wavelets.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2008

Single-pixel imaging via compressive sampling.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2008

Compressive Sampling [From the Guest Editors].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2008

Peer Review Anew: Three Principles and a Case Study in Postpublication Quality Assurance.

[BibT_eX]

[DOI]

Christopher M. Kelty

C. Sidney Burrus

Proc. IEEE, 2008

Sparse Coding via Thresholding and Local Competition in Neural Circuits.

[BibT_eX]

[DOI]

Christopher J. Rozell

Don H. Johnson

Bruno A. Olshausen

Neural Comput., 2008

Viewpoint: Global warming toward open educational resources.

[BibT_eX]

[DOI]

C. Sidney Burrus

Commun. ACM, 2008

Sparse Signal Recovery Using Markov Random Fields.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

On the feasibility of hardware implementation of sub-Nyquist random-sampling based analog-to-information conversion.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Wavelet-domain compressive signal reconstruction using a Hidden Markov Tree model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Reconstructing sparse signals from their zero crossings.

[BibT_eX]

[DOI]

Petros Boufounos

Proceedings of the IEEE International Conference on Acoustics, 2008

Distributed target localization via spatial sparsity.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Compressive Sensing for Background Subtraction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2008

1-Bit compressive sensing.

[BibT_eX]

[DOI]

Petros Boufounos

Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Probe Design for Compressive Sensing DNA Microarrays.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

2007

Texas Two-Step: A Framework for Optimal Multi-Input Single-Output Deconvolution.

[BibT_eX]

[DOI]

Max Deffenbaugh

IEEE Trans. Image Process., 2007

IEEE-SPS and Connexions - An Open Access Education Collaboration [Society News].

[BibT_eX]

[DOI]

C. Sidney Burrus

E. Joel Thierstein

IEEE Signal Process. Mag., 2007

Compressive Sensing [Lecture Notes].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2007

On Nearly Orthogonal Lattice Bases and Random Lattices.

[BibT_eX]

[DOI]

Sanjeeb Dash

SIAM J. Discret. Math., 2007

Random Projections for Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Theory and Implementation of an Analog-to-Information Converter using Random Demodulation.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Blind Error-Free Detection of Transform-Domainwatermarks.

[BibT_eX]

[DOI]

Mona A. Sheikh

Proceedings of the International Conference on Image Processing, 2007

Locally Competitive Algorithms for Sparse Approximation.

[BibT_eX]

[DOI]

Christopher J. Rozell

Don H. Johnson

Bruno A. Olshausen

Proceedings of the International Conference on Image Processing, 2007

Multiscale Random Projections for Compressive Classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Quantization of Sparse Representations.

[BibT_eX]

[DOI]

Petros Boufounos

Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007

The smashed filter for compressive classification and target recognition.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging V, San Jose, 2007

2006

Robust Distributed Estimation Using the Embedded Subgraphs Algorithm.

[BibT_eX]

[DOI]

Véronique Delouille

IEEE Trans. Signal Process., 2006

Multiscale queueing analysis.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2006

Faster sequential universal coding via block partitioning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2006

Wavelet-domain approximation and compression of piecewise smooth images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

JPEG compression history estimation for color images.

[BibT_eX]

[DOI]

Zhigang Fan

Sanjeeb Dash

IEEE Trans. Image Process., 2006

Sudocodes ߝ Fast Measurement and Reconstruction of Sparse Signals.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

An architecture for distributed wavelet analysis and processing in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

Universal distributed sensing via random projections.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

An Architecture for Compressive Imaging.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Multiscale Image Disparity Estimation using the Quaternion Wavelet Transform.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Random Projections of Signal Manifolds.

[BibT_eX]

[DOI]

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

Random Filters for Compressive Sampling and Reconstruction.

[BibT_eX]

[DOI]

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

Sparse Signal Detection from Incoherent Projections.

[BibT_eX]

[DOI]

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

Controlling False Alarms With Support Vector Machines.

[BibT_eX]

[DOI]

Mark A. Davenport

Clayton D. Scott

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

Coding vs. Packet Retransmission over Noisy Channels.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

A new compressive imaging camera architecture using optical-domain compression.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging IV, San Jose, 2006

Distributed Wavelet De-Noising for Sensor Networks.

[BibT_eX]

[DOI]

Raymond S. Wagner

Véronique Delouille

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

The dual-tree complex wavelet transform.

[BibT_eX]

[DOI]

Ivan W. Selesnick

Nick G. Kingsbury

IEEE Signal Process. Mag., 2005

Network and user driven alpha-beta on-off source model for network traffic.

[BibT_eX]

[DOI]

Comput. Networks, 2005

Recovery of Jointly Sparse Signals from Few Random Projections.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

TCP-Africa: an adaptive and fair rapid increase rule for scalable TCP.

[BibT_eX]

[DOI]

R. King

Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

High-resolution navigation on non-differentiable image manifolds.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A multiscale data representation for distributed sensor networks.

[BibT_eX]

[DOI]

Raymond S. Wagner

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Multiscale manifold representation and modeling.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Design of Adaptive Overlays for Multi-scale Communication in Sensor Networks.

[BibT_eX]

[DOI]

Santashil PalChaudhuri

Rajnish Kumar

David B. Johnson

Proceedings of the Distributed Computing in Sensor Systems, 2005

2004

ForWaRD: Fourier-wavelet regularized deconvolution for ill-conditioned systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2004

Joint signaling techniques and spectral optimization for symmetric bit-rate communication over self-NEXT-dominated channels.

[BibT_eX]

[DOI]

Rohit V. Gaikwad

IEEE Trans. Commun., 2004

Sharing knowledge and building communities in signal processing.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2004

Multiple wavelet basis image denoising using Besov ball projections.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2004

Locating Available Bandwidth Bottlenecks.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2004

Spatio-temporal available bandwidth estimation with STAB.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2004

Surflets: a sparse representation for multidimensional functions containing smooth discontinuities.

[BibT_eX]

[DOI]

Venkat Chandrasekaran

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Robust distributed estimation in sensor networks using the embedded polygons algorithm.

[BibT_eX]

[DOI]

Véronique Delouille

Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

Quaternion wavelets for image analysis and processing.

[BibT_eX]

[DOI]

Mohammad Ali Khojastepour

Proceedings of the 2004 International Conference on Image Processing, 2004

Contraction, smoothness, and low-pass filtering.

[BibT_eX]

[DOI]

Behnaam Aazhang

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Non-redundant, linear-phase, semi-orthogonal, directional complex wavelets [image/video processing applications].

[BibT_eX]

[DOI]

Felix C. A. Fernandes

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Directional hypercomplex wavelets for multidimensional signal analysis and processing.

[BibT_eX]

[DOI]

Mohammad Ali Khojestapour

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Delay-limited throughput maximization for fading channels using rate and power control.

[BibT_eX]

[DOI]

Nadeem Ahmed

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

2003

Nonlinear wavelet transforms for image coding via lifting.

[BibT_eX]

[DOI]

Roger L. Claypoole Jr.

Geoffrey M. Davis

Wim Sweldens

IEEE Trans. Image Process., 2003

Multiscale geometric image processing.

[BibT_eX]

Proceedings of the Visual Communications and Image Processing 2003, 2003

Geometry Compression of Normal Meshes Using Rate-Distortion Algorithms.

[BibT_eX]

[DOI]

Sridhar Lavu

Proceedings of the First Eurographics Symposium on Geometry Processing, 2003

Distributed image compression for sensor networks using correspondence analysis and super-resolution.

[BibT_eX]

[DOI]

Raymond S. Wagner

Proceedings of the 2003 International Conference on Image Processing, 2003

Approximation and compression of piecewise smooth images using a wavelet/wedgelet geometric model.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

JPEG compression history estimation for color images.

[BibT_eX]

[DOI]

Zhigang Fan

Proceedings of the 2003 International Conference on Image Processing, 2003

Orthogonal Hilbert transform filter banks and wavelets.

[BibT_eX]

[DOI]

Rutger L. van Spaendonck

Thierry Blu

Martin Vetterli

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Open-content signal processing laboratories in connexions.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Estimation-Quantization Geometry Coding Using Normal Meshes.

[BibT_eX]

[DOI]

Sridhar Lavu

Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

2002

Multiscale nature of network traffic.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2002

Near Best Tree Approximation.

[BibT_eX]

[DOI]

Adv. Comput. Math., 2002

Rate-distortion optimized image compression using wedgelets.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

Multiscale wedgelet image analysis: fast decompositions and modeling.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

Additive and multiplicative mixture trees for network traffic modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Connexions: DSP education for a networked world.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Asymptotic performance of transmit diversity via OFDM for multipath channels.

[BibT_eX]

[DOI]

Nadeem Ahmed

Proceedings of the Global Telecommunications Conference, 2002

Image Compression using an Efficient Edge Cartoon + Texture Model.

[BibT_eX]

[DOI]

Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

2001

Hybrid linear/quadratic time-frequency attributes.

[BibT_eX]

[DOI]

Mark Coates

Philippe Steeghs

IEEE Trans. Signal Process., 2001

Measuring time-Frequency information content using the Rényi entropies.

[BibT_eX]

[DOI]

Augustus J. E. M. Janssen

Patrick Flandrin

Olivier J. J. Michel

IEEE Trans. Inf. Theory, 2001

Bayesian tree-structured image modeling using wavelet-domain hidden Markov models.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2001

Multiscale image segmentation using wavelet-domain hidden Markov models.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2001

Lattice algorithms for compression color space estimation in JPEG images.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Combinatorial Image Analysis, 2001

Connection-level analysis and modeling of network traffic.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGCOMM Internet Measurement Workshop, 2001

Multiscale edge grammars for complex wavelet transforms.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

Compression color space estimation of JPEG images using lattice basis reduction.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

Multiscale image processing using normal triangulated meshes.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

Wavelets and multifractals for network traffic modeling and inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

Optimal transmit spectra for communication in the presence of crosstalk and imperfect echo cancellation.

[BibT_eX]

[DOI]

Nadeem Ahmed

Donald P. Shaver

Proceedings of the Global Telecommunications Conference, 2001

2000

Bayesian Tree-Structured Image Modeling.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000

Spectroscopic Imaging Using Terahertz Time-Domain Signals.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000

Multiscale Queuing Analysis of Long-Range-Dependent Network Traffic.

[BibT_eX]

[DOI]

Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

Multiscale Classification Using Complex Wavelets and Hidden Markov Tree Models.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

Model-Based Inverse Halftoning with Wavelet-Vaguelette Deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

Imaging with THZ Pulses.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

Wavelet folding and decorrelation across the scale.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

Hidden Markov tree modeling of complex wavelet transforms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

Multiscale document segmentation using wavelet-domain hidden Markov models.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval VII, 2000

1999

Hybrid linear/bilinear time-scale analysis.

[BibT_eX]

[DOI]

Martin Pasquier

IEEE Trans. Signal Process., 1999

Wavelet-based transformations for nonlinear signal processing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1999

A Multifractal Wavelet Model with Application to Network Traffic.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1999

Wavelet-domain filtering for photon imaging systems.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 1999

Simulation of nonGaussian Long-Range-Dependent Traffic Using Wavelets.

[BibT_eX]

[DOI]

Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 1999

Bayesian Wavelet-Domain Image Modeling Using Hidden Markov Trees.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Conference on Image Processing, 1999

Wavelet-Domain Regularized Deconvolution for ILL-Conditioned Systems.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Conference on Image Processing, 1999

Multiple Basis Wavelet Denoising Using BESOV Projections.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Conference on Image Processing, 1999

Wavelet-based deconvolution for ill-conditioned systems.

[BibT_eX]

[DOI]

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Interpolation and denoising of nonuniformly sampled data using wavelet-domain processing.

[BibT_eX]

[DOI]

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Pseudo affine Wigner distributions: definition and kernel formulation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1998

Wavelet-based statistical signal processing using hidden Markov models.

[BibT_eX]

[DOI]

Matthew S. Crouse

IEEE Trans. Signal Process., 1998

Beyond time-frequency analysis: energy densities in one and many dimensions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1998

Adaptive weighted highpass filters using multiscale analysis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 1998

Joint Distributions of Arbitrary Variables Made Easy.

[BibT_eX]

[DOI]

Multidimens. Syst. Signal Process., 1998

Simplified wavelet-domain hidden Markov models using contexts.

[BibT_eX]

[DOI]

Matthew S. Crouse

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Adaptive wavelet transforms via lifting.

[BibT_eX]

[DOI]

Roger L. Claypoole Jr.

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Adaptive Wavelet Transforms for Image Coding Using Lifting.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 1998

1997

Improved type-based detection of analog signals.

[BibT_eX]

[DOI]

Don H. Johnson

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Signal estimation using wavelet-Markov models.

[BibT_eX]

[DOI]

Matthew S. Crouse

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Wigner-based formulation of the chirplet transform.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1996

Myoelectric teleoperation of a complex robotic hand.

[BibT_eX]

[DOI]

Kristin A. Farry

Ian D. Walker

IEEE Trans. Robotics Autom., 1996

A pseudo-Bertrand distribution for time-scale analysis.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 1996

Covariant time-frequency representations through unitary equivalence.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 1996

A limitation of the kernel method for joint distributions of arbitrary variables.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 1996

Optimal phase kernels for time-frequency analysis.

[BibT_eX]

[DOI]

L. Fridtjof Wisur-Olsen

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Pseudo affine Wigner distributions.

[BibT_eX]

[DOI]

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

An adaptive optimal-kernel time-frequency representation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1995

Unitary equivalence: a new twist on signal processing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1995

On joint distributions for arbitrary variables.

[BibT_eX]

[DOI]

Leon Cohen

IEEE Signal Process. Lett., 1995

Warping time-frequency and time-scale representations to match signals.

[BibT_eX]

[DOI]

Proceedings of the Visual Information Processing IV, Orlando, FL, USA, April 17, 1995, 1995

Marginals vs. covariance in joint distribution theory.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

1994

A simple scheme for adapting time-frequency representations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1994

A signal-dependent time-frequency representation: fast algorithm for optimal kernel design.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1994

Wavelet Soft-Thresholding of Time-Frequency Representations.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Time-frequency complexity and information.

[BibT_eX]

[DOI]

Patrick Flandrin

Olivier J. J. Michel

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993

Shear madness: new orthonormal bases and frames using chirp functions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1993

A signal-dependent time-frequency representation: optimal kernel design.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1993

Signal-dependent time-frequency analysis using a radially Gaussian kernel.

[BibT_eX]

[DOI]

Signal Process., 1993

Warped wavelet bases: unitary equivalence and signal processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1993

1992

Shear Madness: Signal-Dependent and Metaplectic Time-Frequency Representations

[BibT_eX]

[DOI]

PhD thesis, 1992

New dimensions in wavelet analysis.

[BibT_eX]

[DOI]

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991

A radially-Gaussian, signal-dependent time-frequency representation.

[BibT_eX]

[DOI]

Proceedings of the 1991 International Conference on Acoustics, 1991

1989

Matrix based computation of floating-point roundoff noise.

[BibT_eX]

[DOI]

Barry D. Van Veen