Ali Tajer

Shashanka Ubaru

Keerthiram Murugesan

CoRR, 2024

Interventional Causal Discovery in a Mixture of DAGs.

[BibT_eX]

[DOI]

Dmitriy A. Katz-Rogozhnikov

Dennis Wei

CoRR, 2024

Linear Causal Representation Learning from Unknown Multi-node Interventions.

[BibT_eX]

[DOI]

CoRR, 2024

Score-based Causal Representation Learning: Linear and General Transformations.

[BibT_eX]

[DOI]

Abhishek Kumar

CoRR, 2024

Blackout Mitigation via Physics-guided RL.

[BibT_eX]

[DOI]

Santiago Paternain

CoRR, 2024

Improved Bound for Robust Causal Bandits with Linear Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

BAI in Exponential Family: Efficiency and Optimality.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Causal Bandits with General Causal Models and Interventions.

[BibT_eX]

[DOI]

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

General Identifiability and Achievability for Causal Representation Learning.

[BibT_eX]

[DOI]

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

2023

Estimating Structurally Similar Graphical Models.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, February, 2023

SPRT-Based Efficient Best Arm Identification in Stochastic Bandits.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2023

Causal Bandits for Linear Structural Equation Models.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

GRNN-based Real-time Fault Chain Prediction.

[BibT_eX]

[DOI]

CoRR, 2023

Score-based Causal Representation Learning with Interventions.

[BibT_eX]

[DOI]

Abhishek Kumar

CoRR, 2023

Best Arm Identification in Stochastic Bandits: Beyond β-optimality.

[BibT_eX]

[DOI]

CoRR, 2023

Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

When Neural Networks Fail to Generalize? A Model Sensitivity Perspective.

[BibT_eX]

[DOI]

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

2022

Broadcast Approach to Uplink NOMA: Queuing Delay Analysis.

[BibT_eX]

[DOI]

Shlomo Shamai (Shitz)

Entropy, December, 2022

Adaptive Graph-Constrained Group Testing.

[BibT_eX]

[DOI]

Urbashi Mitra

IEEE Trans. Signal Process., 2022

Active Sampling of Multiple Sources for Sequential Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Active Sampling for the Quickest Detection of Markov Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2022

Discriminant Analysis under f-Divergence Measures.

[BibT_eX]

[DOI]

Sihui Wang

Entropy, 2022

Intervention target estimation in the presence of latent variables.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

SPRT-based Best Arm Identification in Stochastic Bandits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Federated Multi-Armed Bandit Via Uncoordinated Exploration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Distributed Interference Management: A Broadcast Approach.

[BibT_eX]

[DOI]

Shlomo Shamai

IEEE Trans. Commun., 2021

The Broadcast Approach in Communication Networks.

[BibT_eX]

[DOI]

Avi Steiner

Shlomo Shamai (Shitz)

Entropy, 2021

Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination.

[BibT_eX]

[DOI]

CoRR, 2021

Distributed Computation over MAC via Kolmogorov-Arnold Representation.

[BibT_eX]

[DOI]

Derya Malak

CoRR, 2021

Scalable Intervention Target Estimation in Linear Models.

[BibT_eX]

[DOI]

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

Best Arm Identification in Contaminated Stochastic Bandits.

[BibT_eX]

[DOI]

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

Active Binary Classification of Random Fields.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Linear Discriminant Analysis under $f$-divergence Measures.

[BibT_eX]

[DOI]

Sihui Wang

Proceedings of the IEEE International Symposium on Information Theory, 2021

Sequential Change Detection of a Correlation Structure under a Sampling Constraint.

[BibT_eX]

[DOI]

Anamitra Chaudhuri

Georgios Fellouris

Proceedings of the IEEE International Symposium on Information Theory, 2021

Two-Stage Graph-Constrained Group Testing: Theory and Application.

[BibT_eX]

[DOI]

Urbashi Mitra

Proceedings of the IEEE International Conference on Acoustics, 2021

Active Estimation From Multimodal Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Learning Shared Subgraphs in Ising Model Pairs.

[BibT_eX]

[DOI]

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

2020

Secure Estimation Under Causative Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Learning the Wireless Interference Graph via Local Probes.

[BibT_eX]

[DOI]

Guangtao Zheng

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Interference Management without CSIT: A Broadcast Approach.

[BibT_eX]

[DOI]

Shlomo Shamai Shitz

Proceedings of the IEEE International Symposium on Information Theory, 2020

Approximate Recovery Of Ising Models with Side Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Secure Alamouti Multiple Access Channel Transmissions: Multiuser Transmission and Multi-Antenna Eavesdroppers.

[BibT_eX]

[DOI]

Trevor Allen

IEEE Wirel. Commun. Lett., 2019

Quickest Search and Learning Over Correlated Sequences: Theory and Application.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

False Data Injection Attacks in Electricity Markets by Limited Adversaries: Stochastic Robustness.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2019

Broadcast Approach to Multiple Access With Local CSIT.

[BibT_eX]

[DOI]

Shlomo Shamai Shitz

IEEE Trans. Commun., 2019

Broadcast Approach for the Single-User Energy Harvesting Channel.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

Optimal Network Parameter Estimation: Single-Shot Exchange of Local Decisions.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

On Ultra-Reliable and Low Latency Simultaneous Information and Energy Transmission Systems.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Structure Learning with Side Information: Sample Complexity.

[BibT_eX]

[DOI]

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

Structure Learning of Similar Ising Models: Information-theoretic Bounds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Quickest Search for a Change Point.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Sample Complexity of Joint Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Data Injection Attacks on Electricity Markets by Limited Adversaries: Worst-Case Robustness.

[BibT_eX]

[DOI]

Mateo R. Mengis

IEEE Trans. Smart Grid, 2018

Quickest Localization of Anomalies in Power Grids: A Stochastic Graphical Framework.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2018

Resource Allocation Under Sequential Resource Access.

[BibT_eX]

[DOI]

Khawla Alnajjar

IEEE Trans. Commun., 2018

Multiaccess Communication via a Broadcast Approach Adapted to the Multiuser Channel.

[BibT_eX]

[DOI]

Samia Kazemi

IEEE Trans. Commun., 2018

Power System State Estimation Under Model Uncertainty.

[BibT_eX]

[DOI]

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

Simultaneous Information and Energy Transmission: A Finite Block-Length Analysis.

[BibT_eX]

[DOI]

Samir Medina Perlaza

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

Controlled Sensing for Multi-Hypothesis Testing with Co-Dependent Actions.

[BibT_eX]

[DOI]

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

Scalable Network Parameter Estimation in the Presence of Anomalies.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Distributed Estimation Under Network Model Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Broadcast Approach to the Single-User Energy Harvesting Channel.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops, 2018

A Broadcast Approach to Multiple Access with Partial CSIT.

[BibT_eX]

[DOI]

Samia Kazemi

Proceedings of the IEEE Global Communications Conference, 2018

Non-Linear State Estimation in Power Systems Under Model Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Sequential estimation of distributed parameters in networks.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

Resource Allocation under Sequential Resource Access: Theory and Application.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Secure Alamouti MAC Transmissions.

[BibT_eX]

[DOI]

Trevor Allen

IEEE Trans. Wirel. Commun., 2017

Quickest Search for Local Structures in Random Graphs.

[BibT_eX]

[DOI]

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

Load Forecasting via Diversified State Prediction in Multi-Area Power Networks.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2017

A Stochastic Sizing Approach for Sharing-Based Energy Storage Applications.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2017

Special Article Series on Signal Processing Education via Hands-On and Design Projects [From the Guest Editors].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2017

A broadcast approach to multiple access adapted to the multiuser channel.

[BibT_eX]

[DOI]

Samia Kazemi

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

Quickest search and learning over multiple sequences.

[BibT_eX]

[DOI]

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

Quickest change detection in structured data with incomplete information.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Data injection attacks in electricity markets: Stochastic robustness.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Secure parameter estimation: Fundamental tradeoffs.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Quickest line outage localization under unknown model.

[BibT_eX]

[DOI]

Zeyu Sun

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016

Guest Editorial The Theory of Complex Systems With Applications to Smart Grid Operations.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2016

Quickest Linear Search over Correlated Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

A Receiver-centric Approach to Interference Management: Fairness and Outage Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

A graphical approach to quickest outage localization in power grids.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Quickest detection of Markov networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Quickest search over correlated sequences with model uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Reduced-Feedback AN-Aided Secure Alamouti MAC Transmissions.

[BibT_eX]

[DOI]

Trevor Allen

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Quickest search for local structures in line networks.

[BibT_eX]

[DOI]

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

Robust false data injection attacks in electricity markets by limited adversaries.

[BibT_eX]

[DOI]

Mengheng Xue

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Capacity Planning Frameworks for Electric Vehicle Charging Stations With Multiclass Customers.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2015

Quickest Wideband Spectrum Sensing Over Correlated Channels.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Special issue on recent advances in network and information security - security and communication networks journal.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2015

Relay X channels without channel state information at the transmit sides: Degrees of freedom.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

Quickest linear search over correlated sequences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Quickest spectrum sensing over correlated channels.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Energy storage sizing for peak hour utility applications.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Quickest detection of Gauss-Markov random fields.

[BibT_eX]

[DOI]

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

2014

Power Allocation in MISO Interference Channels with Stochastic CSIT.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Outlying Sequence Detection in Large Data Sets: A data-driven approach.

[BibT_eX]

[DOI]

Venugopal V. Veeravalli

IEEE Signal Process. Mag., 2014

Finite-horizon quickest search in correlated high-dimensional data.

[BibT_eX]

[DOI]

Saeid Balaneshin

Proceedings of the 6th International Symposium on Communications, 2014

Energy grid state estimation under random and structured bad data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Diversified parameter estimation in complex networks.

[BibT_eX]

[DOI]

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

Quickest sequential search over correlated sequences.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Distributed Real-Time Energy Scheduling in Smart Grid: Stochastic Model and Fast Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2013

Quick Search for Rare Events.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Quick Spectrum Access via Block Sampling.

[BibT_eX]

[DOI]

Proceedings of the 78th IEEE Vehicular Technology Conference, 2013

Learning-based distributed load forecasting in energy grids.

[BibT_eX]

[DOI]

Khalid Kalbat

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

Quick search for rare spectrum opportunities.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Adaptive block sampling for spectrum sensing.

[BibT_eX]

[DOI]

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

Quick search for rare events through adaptive group sampling.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Minimax-Optimal Hypothesis Testing With Estimation-Dependent Costs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

(n, K)-User Interference Channels: Degrees of Freedom.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2012

Adaptive Sensing of Congested Spectrum Bands.

[BibT_eX]

[DOI]

Rui M. Castro

IEEE Trans. Inf. Theory, 2012

Joint Detection and Estimation: Optimum Tests and Applications.

[BibT_eX]

[DOI]

George V. Moustakides

IEEE Trans. Inf. Theory, 2012

Communication of Energy Harvesting Tags.

[BibT_eX]

[DOI]

Zhe Wang

IEEE Trans. Commun., 2012

Coordinated Data-Injection Attack and Detection in the Smart Grid: A Detailed Look at Enriching Detection Solutions.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2012

Group Decoding for Multi-Relay Assisted Interference Channels.

[BibT_eX]

[DOI]

Christopher S. Leberknight

IEEE J. Sel. Areas Commun., 2012

Constrained Group Decoder for Interference Channels.

[BibT_eX]

[DOI]

J. Commun., 2012

Identifying online communities of interest using side information.

[BibT_eX]

[DOI]

Mung Chiang

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Distributed target tracking in multiple widely separated radar architectures.

[BibT_eX]

[DOI]

Hana Godrich

Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

Group decoding for interference channels.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2012

Hypothesis testing for partial sparse recovery.

[BibT_eX]

[DOI]

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

Cost of proportional fairness in multiuser networks.

[BibT_eX]

[DOI]

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

Session TA8b2: MIMO communications and signal processing II.

[BibT_eX]

[DOI]

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

Design of coordinated multi-point (CoMP) transmission and reception schemes for the fourth generation cellular downlink.

[BibT_eX]

[DOI]

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

2011

Information Exchange Limits in Cooperative MIMO Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Robust Linear Precoder Design for Multi-Cell Downlink Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Diversity Analysis of Symbol-by-Symbol Linear Equalizers.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2011

Interference Channel with Constrained Partial Group Decoding.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2011

Distributed joint cyber attack detection and state recovery in smart grids.

[BibT_eX]

[DOI]

Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Coordination limits in MIMO networks.

[BibT_eX]

[DOI]

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

Partial group decoding for interference channels.

[BibT_eX]

[DOI]

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

A Practical Coding Scheme for Interference Channel Using Constrained Partial Group Decoder.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Optimal combined detection and estimation.

[BibT_eX]

[DOI]

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

2010

Diversity order in ISI channels with single-carrier frequency-domain equalizers.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2010

Beamforming and rate allocation in MISO cognitive radio networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Multiuser Diversity Gain in Cognitive Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2010

Beacon-Assisted Spectrum Access with Cooperative Cognitive Transmitter and Receiver.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2010

Optimal Joint Target Detection and Parameter Estimation by MIMO Radar.

[BibT_eX]

[DOI]

George V. Moustakides

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

Fair rate adaptation in multiuser interference channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

Robust beamforming for multi-cell downlink transmission.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

Robust Transceiver Design for the Multi-User Interference Channel.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

Adaptive spectrum sensing for agile cognitive radios.

[BibT_eX]

[DOI]

Rui M. Castro

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Distributed Beamforming and Rate Allocation in Multi-Antenna Cognitive Radio Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2009

Multiuser diversity gain in cognitive networks with distributed spectrum access.

[BibT_eX]

[DOI]

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

2008

Opportunistic multi-antenna downlink transmission with finite-rate feedback.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

MMSE Infinite Length Symbol-by-Symbol Linear Equalization Achieves Full Diversity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

Opportunistic Cooperation via Relay Selection with Minimal Information Exchange.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

Diversity Order of MMSE Single-Carrier Frequency Domain Linear Equalization.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2007

2006

A Broadcasting Relay for Orthogonal Multiuser Channels.

[BibT_eX]

[DOI]