Negar Kiyavash

Mohammadsadegh Khorasani

Niao He

Mohammad ShahverdiKondori

Trans. Mach. Learn. Res., 2024

QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs.

[BibT_eX]

[DOI]

CoRR, 2024

Complexity of Minimizing Projected-Gradient-Dominated Functions with Stochastic First-order Oracles.

[BibT_eX]

[DOI]

CoRR, 2024

Causal Discovery in Linear Models with Unobserved Variables and Measurement Error.

[BibT_eX]

[DOI]

CoRR, 2024

Fast Proxy Experiment Design for Causal Effect Identification.

[BibT_eX]

[DOI]

CoRR, 2024

Causal Effect Identification in a Sub-Population with Latent Variables.

[BibT_eX]

[DOI]

Amir Mohammad Abouei

CoRR, 2024

Recursive Causal Discovery.

[BibT_eX]

[DOI]

CoRR, 2024

Causal Effect Identification in LiNGAM Models with Latent Confounders.

[BibT_eX]

[DOI]

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

On the sample complexity of conditional independence testing with Von Mises estimator with application to causal discovery.

[BibT_eX]

[DOI]

Fateme Jamshidi

Luca Ganassali

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

Triple Changes Estimator for Targeted Policies.

[BibT_eX]

[DOI]

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

Confounded Budgeted Causal Bandits.

[BibT_eX]

[DOI]

Fateme Jamshidi

Proceedings of the Causal Learning and Reasoning, 2024

Learning Unknown Intervention Targets in Structural Causal Models from Heterogeneous Data.

[BibT_eX]

[DOI]

Yuqin Yang

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

s-ID: Causal Effect Identification in a Sub-population.

[BibT_eX]

[DOI]

Amir Mohammad Abouei

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Editorial Special Issue on Causality: Fundamental Limits and Applications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2023

Analysis of Large Market Data Using Neural Networks: A Causal Approach.

[BibT_eX]

[DOI]

Marc-Aurèle Divernois

Damir Filipovic

IEEE J. Sel. Areas Inf. Theory, 2023

A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Modeling Systemic Risk: A Time-Varying Nonparametric Causal Inference Framework.

[BibT_eX]

[DOI]

Ali Habibnia

CoRR, 2023

Efficiently Escaping Saddle Points for Non-Convex Policy Optimization.

[BibT_eX]

[DOI]

CoRR, 2023

CausalCite: A Causal Formulation of Paper Citations.

[BibT_eX]

[DOI]

CoRR, 2023

Gaussian Database Alignment and Gaussian Planted Matching.

[BibT_eX]

[DOI]

CoRR, 2023

Learning Causal Graphs via Monotone Triangular Transport Maps.

[BibT_eX]

[DOI]

Luca Ganassali

CoRR, 2023

Causal Bandits without Graph Learning.

[BibT_eX]

[DOI]

Mikhail Konobeev

CoRR, 2023

On Identifiability of Conditional Causal Effects.

[BibT_eX]

[DOI]

Yaroslav Kivva

Proceedings of the Uncertainty in Artificial Intelligence, 2023

A Cross-Moment Approach for Causal Effect Estimation.

[BibT_eX]

[DOI]

Yaroslav Kivva

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

Causal Imitability Under Context-Specific Independence Relations.

[BibT_eX]

[DOI]

Fateme Jamshidi

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

Causal Effect Identification in Uncertain Causal Networks.

[BibT_eX]

[DOI]

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

Novel Ordering-Based Approaches for Causal Structure Learning in the Presence of Unobserved Variables.

[BibT_eX]

[DOI]

Mohammadsadegh Khorasani

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Causal Discovery in Probabilistic Networks with an Identifiable Causal Effect.

[BibT_eX]

[DOI]

CoRR, 2022

Stochastic Second-Order Methods Provably Beat SGD For Gradient-Dominated Functions.

[BibT_eX]

[DOI]

CoRR, 2022

Adaptive Momentum-Based Policy Gradient with Second-Order Information.

[BibT_eX]

[DOI]

CoRR, 2022

Revisiting the general identifiability problem.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Causal Discovery in Linear Latent Variable Models Subject to Measurement Error.

[BibT_eX]

[DOI]

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

Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions.

[BibT_eX]

[DOI]

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

Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality.

[BibT_eX]

[DOI]

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

Minimum Cost Intervention Design for Causal Effect Identification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Causal Discovery in Linear Structural Causal Models with Deterministic Relations.

[BibT_eX]

[DOI]

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

Causal Effect Identification with Context-specific Independence Relations of Control Variables.

[BibT_eX]

[DOI]

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

Learning Bayesian Networks in the Presence of Structural Side Information.

[BibT_eX]

[DOI]

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

2021

Optimal Adversarial Policies in the Multiplicative Learning System With a Malicious Expert.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

Editorial.

[BibT_eX]

[DOI]

Anshul Gandhi

Jia Wang

Proc. ACM Meas. Anal. Comput. Syst., 2021

Information Theoretic Measures for Fairness-aware Feature Selection.

[BibT_eX]

[DOI]

CoRR, 2021

The complexity of nonconvex-strongly-concave minimax optimization.

[BibT_eX]

[DOI]

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

Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias.

[BibT_eX]

[DOI]

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

A Recursive Markov Boundary-Based Approach to Causal Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD 2021 Workshop on Causal Discovery, 2021

The KDD 2021 Workshop on Causal Discovery (CD2021).

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Preface: The 2021 ACM SIGKDD Workshop on Causal Discovery.

[BibT_eX]

[DOI]

Proceedings of the KDD 2021 Workshop on Causal Discovery, 2021

Impact of Data Processing on Fairness in Supervised Learning.

[BibT_eX]

[DOI]

Sajad Khodadadian

Proceedings of the IEEE International Symposium on Information Theory, 2021

Cumulants of Hawkes Processes are Robust to Observation Noise.

[BibT_eX]

[DOI]

William Trouleau

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

Selective Labeling in Learning with Expert Advice.

[BibT_eX]

[DOI]

S. Rasoul Etesami

Proceedings of the 2021 American Control Conference, 2021

A Variational Inference Approach to Learning Multivariate Wold Processes.

[BibT_eX]

[DOI]

William Trouleau

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

2020

Graph Signal Processing: Foundations and Emerging Directions [From the Guest Editors].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2020

Guest Editorial.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2020

A Recursive Markov Blanket-Based Approach to Causal Structure Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Global Convergence and Variance-Reduced Optimization for a Class of Nonconvex-Nonconcave Minimax Problems.

[BibT_eX]

[DOI]

Junchi Yang

Niao He

CoRR, 2020

Adversarial Policies in Learning Systems with Malicious Experts.

[BibT_eX]

[DOI]

S. Rasoul Etesami

H. Vincent Poor

CoRR, 2020

Model-Augmented Conditional Mutual Information Estimation for Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Partial Recovery of Erdős-Rényi Graph Alignment via k-Core Alignment.

[BibT_eX]

[DOI]

Proceedings of the Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, 2020

A Catalyst Framework for Minimax Optimization.

[BibT_eX]

[DOI]

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

The Devil is in the Detail: A Framework for Macroscopic Prediction via Microscopic Models.

[BibT_eX]

[DOI]

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

Global Convergence and Variance Reduction for a Class of Nonconvex-Nonconcave Minimax Problems.

[BibT_eX]

[DOI]

Junchi Yang

Niao He

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

Achievability of nearly-exact alignment for correlated Gaussian databases.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs.

[BibT_eX]

[DOI]

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

LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments.

[BibT_eX]

[DOI]

Ali AhmadiTeshnizi

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

2019

Analysis of a Canonical Labeling Algorithm for the Alignment of Correlated Erdos-Rényi Graphs.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2019

Partial Recovery of Erdðs-Rényi Graph Alignment via k-Core Alignment.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2019

A bi-criteria multiple-choice secretary problem.

[BibT_eX]

[DOI]

Ge Yu

Sheldon H. Jacobson

IISE Trans., 2019

Model-Augmented Nearest-Neighbor Estimation of Conditional Mutual Information for Feature Selection.

[BibT_eX]

[DOI]

CoRR, 2019

Characterizing Distribution Equivalence for Cyclic and Acyclic Directed Graphs.

[BibT_eX]

[DOI]

Kun Zhang

CoRR, 2019

Interventional Experiment Design for Causal Structure Learning.

[BibT_eX]

[DOI]

CoRR, 2019

A Novel Side-Channel in Real-Time Schedulers.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE Real-Time and Embedded Technology and Applications Symposium, 2019

Learning Positive Functions with Pseudo Mirror Descent.

[BibT_eX]

[DOI]

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

Learning Hawkes Processes Under Synchronization Noise.

[BibT_eX]

[DOI]

William Trouleau

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

Database Alignment with Gaussian Features.

[BibT_eX]

[DOI]

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

Counting and Sampling from Markov Equivalent DAGs Using Clique Trees.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Learning From Sleeping Experts: Rewarding Informative, Available, and Accurate Experts.

[BibT_eX]

[DOI]

S. Rasoul Etesami

ACM Trans. Design Autom. Electr. Syst., 2018

Optimal Attack Strategies Against Predictors - Learning From Expert Advice.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

A Covert Queueing Channel in FCFS Schedulers.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

Guest Editorial: Special Issue on Causal Discovery 2017.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2018

ScheduLeak: A Novel Scheduler Side-Channel Attack Against Real-Time Autonomous Control Systems.

[BibT_eX]

[DOI]

CoRR, 2018

REORDER: Securing Dynamic-Priority Real-Time Systems Using Schedule Obfuscation.

[BibT_eX]

[DOI]

CoRR, 2018

On the Performance of a Canonical Labeling for Matching Correlated Erdős-Rényi Graphs.

[BibT_eX]

[DOI]

CoRR, 2018

Counting and Uniform Sampling from Markov Equivalent DAGs.

[BibT_eX]

[DOI]

CoRR, 2018

Adversarial Machine Learning: The Case of Recommendation Systems.

[BibT_eX]

[DOI]

Seyed Rasoul Etesami

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Predictive Approximate Bayesian Computation via Saddle Points.

[BibT_eX]

[DOI]

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

Multi-domain Causal Structure Learning in Linear Systems.

[BibT_eX]

[DOI]

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

Fairness in Supervised Learning: An Information Theoretic Approach.

[BibT_eX]

[DOI]

Sajad Khodadadian

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Fundamental Limits of Database Alignment.

[BibT_eX]

[DOI]

Prateek Mittal

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Budgeted Experiment Design for Causal Structure Learning.

[BibT_eX]

[DOI]

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

Learning Vector Autoregressive Models With Latent Processes.

[BibT_eX]

[DOI]

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

2017

Measuring Causal Relationships in Dynamical Systems through Recovery of Functional Dependencies.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2017

Bounded-Degree Connected Approximations of Stochastic Networks.

[BibT_eX]

[DOI]

Ali Pinar

IEEE Trans. Mol. Biol. Multi Scale Commun., 2017

Phonion: Practical Protection of Metadata in Telephony Networks.

[BibT_eX]

[DOI]

Stephan Heuser

Bradley Reaves

Praveen Kumar Pendyala

Proc. Priv. Enhancing Technol., 2017

Exact alignment recovery for correlated Erdos Renyi graphs.

[BibT_eX]

[DOI]

CoRR, 2017

Significance of Side Information in the Graph Matching Problem.

[BibT_eX]

[DOI]

Kushagra Singhal

CoRR, 2017

Learning Latent Networks in Vector Auto Regressive Models.

[BibT_eX]

[DOI]

CoRR, 2017

A Covert Queueing Channel in Round Robin Schedulers.

[BibT_eX]

[DOI]

CoRR, 2017

Optimal Experiment Design for Causal Discovery from Fixed Number of Experiments.

[BibT_eX]

[DOI]

CoRR, 2017

A New Measure of Conditional Dependence for Causal Structural Learning.

[BibT_eX]

[DOI]

Kun Zhang

CoRR, 2017

A Reconnaissance Attack Mechanism for Fixed-Priority Real-Time Systems.

[BibT_eX]

[DOI]

CoRR, 2017

Online Learning for Multivariate Hawkes Processes.

[BibT_eX]

[DOI]

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

Learning Causal Structures Using Regression Invariance.

[BibT_eX]

[DOI]

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

Identifying nonlinear 1-step causal influences in presence of latent variables.

[BibT_eX]

[DOI]

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

Interaction information for causal inference: The case of directed triangle.

[BibT_eX]

[DOI]

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

Efficient neighborhood selection for walk summable Gaussian graphical models.

[BibT_eX]

[DOI]

Yingxang Yang

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Mitigating Timing Side Channel in Shared Schedulers.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

Quantifying the Information Leakage in Timing Side Channels in Deterministic Work-Conserving Schedulers.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

Restricted Composition Deletion Correcting Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Generalized Sphere-Packing Bounds on the Size of Codes for Combinatorial Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Learning Minimal Latent Directed Information Polytrees.

[BibT_eX]

[DOI]

Neural Comput., 2016

On the Vulnerability of Digital Fingerprinting Systems to Finite Alphabet Collusion Attacks.

[BibT_eX]

[DOI]

CoRR, 2016

On the Simultaneous Preservation of Privacy and Community Structure in Anonymized Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Learning Network of Multivariate Hawkes Processes: A Time Series Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Improved Achievability and Converse Bounds for Erdos-Renyi Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

Message partitioning and limited auxiliary randomness: Alternatives to Honey Encryption.

[BibT_eX]

[DOI]

Daniel F. Cullina

Proceedings of the IEEE International Symposium on Information Theory, 2016

Interventional dependency graphs: An approach for discovering influence structure.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Sneak-Peek: High speed covert channels in data center networks.

[BibT_eX]

[DOI]

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

2015

Directed Information Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Delay-Privacy Tradeoff in the Design of Scheduling Policies.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Efficient Neighborhood Selection for Gaussian Graphical Models.

[BibT_eX]

[DOI]

Yingxiang Yang

CoRR, 2015

Bounded Degree Approximations of Stochastic Networks.

[BibT_eX]

[DOI]

Ali Pinar

CoRR, 2015

Combinatorial channels from partially ordered sets.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

Capacity limit of queueing timing channel in shared FCFS schedulers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

Non-Blind Watermarking of Network Flows.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2014

An Improvement to Levenshtein's Upper Bound on the Cardinality of Deletion Correcting Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

Dynamic and Succinct Statistical Analysis of Neuroscience Data.

[BibT_eX]

[DOI]

Proc. IEEE, 2014

On the Varshamov-Tenengolts construction on binary strings.

[BibT_eX]

[DOI]

Ramavarapu S. Sreenivas

Discret. Math., 2014

Timing Side Channels in Shared Queues.

[BibT_eX]

[DOI]

CoRR, 2014

Generalized sphere-packing and sphere-covering bounds on the size of codes for combinatorial channels.

[BibT_eX]

[DOI]

CoRR, 2014

A novel collusion attack on finite alphabet digital fingerprinting systems.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Generalized sphere-packing upper bounds on the size of codes for combinatorial channels.

[BibT_eX]

[DOI]

Daniel F. Cullina

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Directed Information Graphs: A generalization of Linear Dynamical Graphs.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

2013

Efficient Methods to Compute Optimal Tree Approximations of Directed Information Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Fingerprinting With Equiangular Tight Frames.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Nonasymptotic Upper Bounds for Deletion Correcting Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

A Timing Channel Spyware for the CSMA/CA Protocol.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2013

Invisible Flow Watermarks for Channels With Dependent Substitution, Deletion, and Bursty Insertion Errors.

[BibT_eX]

[DOI]

Mavis Rodrigues

IEEE Trans. Inf. Forensics Secur., 2013

Preventing Timing Analysis in Networks: A Statistical Inference Perspective.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

An Information Theoretic Study of Timing Side Channels in Two-user Schedulers.

[BibT_eX]

[DOI]

CoRR, 2013

Optimal bounded-degree approximations of joint distributions of networks of stochastic processes.

[BibT_eX]

[DOI]

Ali Pinar

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Robust directed tree approximations for networks of stochastic processes.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Delay optimal policies offer very little privacy.

[BibT_eX]

[DOI]

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

Timing side channels for traffic analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Optimal adversarial strategies in learning with expert advice.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Designing Router Scheduling Policies: A Privacy Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Characterizing the Efficacy of the NRL Network Pump in Mitigating Covert Timing Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2012

Two Approaches to the Construction of Deletion Correcting Codes: Weight Partitioning and Optimal Colorings

[BibT_eX]

[DOI]

CoRR, 2012

Non-asymptotic Upper Bounds for Deletion Correcting Codes

[BibT_eX]

[DOI]

CoRR, 2012

Multi-Flow Attacks Against Network Flow Watermarks: Analysis and Countermeasures

[BibT_eX]

[DOI]

CoRR, 2012

Website Detection Using Remote Traffic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Privacy Enhancing Technologies - 12th International Symposium, 2012

Scheduling with privacy constraints.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

Learning minimal latent directed information trees.

[BibT_eX]

[DOI]

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

A coloring approach to constructing deletion correcting codes from constant weight subgraphs.

[BibT_eX]

[DOI]

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

Mitigating timing based information leakage in shared schedulers.

[BibT_eX]

[DOI]

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

Invisible flow watermarks for channels with dependent substitution and deletion errors.

[BibT_eX]

[DOI]

Mavis Rodrigues

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Estimating the directed information to infer causal relationships in ensemble neural spike train recordings.

[BibT_eX]

[DOI]

Nicholas G. Hatsopoulos

J. Comput. Neurosci., 2011

Causal Dependence Tree Approximations of Joint Distributions for Multiple Random Processes

[BibT_eX]

[DOI]

CoRR, 2011

An algorithmic approach for finding deletion correcting codes.

[BibT_eX]

[DOI]

Farzaneh Khajouei

Mahdy Zolghadr

Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Equivalence between minimal generative model graphs and directed information graphs.

[BibT_eX]

[DOI]

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

Information theoretic analysis of side channel information leakage in FCFS schedulers.

[BibT_eX]

[DOI]

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

Equiangular tight frame fingerprinting codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Designing privacy preserving router scheduling policies.

[BibT_eX]

[DOI]

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

Convergence analysis for an online recommendation system.

[BibT_eX]

[DOI]

Vivek S. Borkar

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

A minimal approach to causal inference on topologies with bounded indegree.

[BibT_eX]

[DOI]

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

2010

Approximating discrete probability distributions with causal dependence trees.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Information Theory and its Applications, 2010

Directed information and the NRL Network Pump.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Information Theory and its Applications, 2010

Low-Cost Side Channel Remote Traffic Analysis Attack in Packet Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

Fingerprinting websites using remote traffic analysis.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Computer and Communications Security, 2010

2009

Regular simplex fingerprints and their optimality properties.

[BibT_eX]

[DOI]

Ton Kalker

IEEE Trans. Inf. Forensics Secur., 2009

Performance of orthogonal fingerprinting codes under worst-case noise.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2009

RAINBOW: A Robust And Invisible Non-Blind Watermark for Network Flows.

[BibT_eX]

[DOI]

Proceedings of the Network and Distributed System Security Symposium, 2009

Novel Shaping and Complexity-Reduction Techniques for Approaching Capacity over Queuing Timing Channels.

[BibT_eX]

[DOI]

Mavis Rodrigues

Proceedings of IEEE International Conference on Communications, 2009

Covert timing channels codes for communication over interactive traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Multi-flow attack resistant watermarks for network flows.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Distributed triangulation in the presence faulty and byzantine beacons in aircraft networks with ADS-B technology.

[BibT_eX]

[DOI]

Daniel Uhlig

Natasha A. Neogi

Proceedings of the American Control Conference, 2009

2008

Multi-flow Attacks Against Network Flow Watermarking Schemes.

[BibT_eX]

[DOI]

Proceedings of the 17th USENIX Security Symposium, 2008

Practical codes for queueing channels: An algebraic, state-space, message-passing approach.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Information Theory Workshop, 2008

Trusted Integrated Circuits: A Nondestructive Hidden Characteristics Extraction Approach.

[BibT_eX]

[DOI]

Proceedings of the Information Hiding, 10th International Workshop, 2008

The Rate-Distortion Function of a Poisson Process with a Queueing Distortion Measure.

[BibT_eX]

[DOI]

Vijay G. Subramanian

Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

Sparse graph codes and practical decoding algorithms for communicating over packet timings in networks.

[BibT_eX]

[DOI]

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

2007

Sphere packing lower bound on fingerprinting error probability.

[BibT_eX]

[DOI]

Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents IX, 2007

Anti-Collusion Position Estimation in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Farinaz Koushanfar

Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007

Expurgated Gaussian Fingerprinting Codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

Performance of Random Fingerprinting Codes Under Arbitrary Nonlinear Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Information Theoretic Limits for Secure Multimedia and Magnetic Recording

[BibT_eX]

[DOI]

PhD thesis, 2006

On Capacity of a Constrained Two-Dimensional Channel in Presence of Violations.

[BibT_eX]

[DOI]

Richard E. Blahut

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

On Optimal Collusion Strategies for Fingerprinting.

[BibT_eX]

[DOI]

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

A Framework for Optimizing Nonlinear Collusion Attacks on Fingerprinting Systems.

[BibT_eX]

[DOI]

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

2005

The Vector Decomposition Problem for Elliptic and Hyperelliptic Curves.

[BibT_eX]

[DOI]

Iwan M. Duursma

IACR Cryptol. ePrint Arch., 2005

Regular Simplex Fingerprints and Their Optimality Properties.

[BibT_eX]

[DOI]

Proceedings of the Digital Watermarking, 4th International Workshop, 2005

On the minimal pseudo-codewords of codes from finite geometries.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

2004

On the vector decomposition problem for m-torsion points on an elliptic curve.

[BibT_eX]

[DOI]

Iwan M. Duursma

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

2003

Secure smartcardbased fingerprint authentication.

[BibT_eX]

[DOI]

T. Charles Clancy