Ayfer Özgür

IEEE J. Sel. Areas Inf. Theory, 2024

Understanding Entropic Regularization in GANs.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2024

Information Compression in the AI Era: Recent Advances and Future Challenges.

[BibT_eX]

[DOI]

CoRR, 2024

Universal Exact Compression of Differentially Private Mechanisms.

[BibT_eX]

[DOI]

CoRR, 2024

L<sub>q</sub> Lower Bounds on Distributed Estimation via Fisher Information.

[BibT_eX]

[DOI]

CoRR, 2024

Lq Lower Bounds on Distributed Estimation via Fisher Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Over-the-Air Histogram Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Federated Experiment Design under Distributed Differential Privacy.

[BibT_eX]

[DOI]

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

2023

Asymptotic Performance of Thompson Sampling for Batched Multi-Armed Bandits.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, September, 2023

Adaptive Group Testing on Networks With Community Structure: The Stochastic Block Model.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, July, 2023

Information Constrained Optimal Transport: From Talagrand, to Marton, to Cover.

[BibT_eX]

[DOI]

Yikun Bai

IEEE Trans. Inf. Theory, April, 2023

Breaking the Communication-Privacy-Accuracy Trilemma.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, February, 2023

Training generative models from privatized data.

[BibT_eX]

[DOI]

Daria Reshetova

CoRR, 2023

Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation.

[BibT_eX]

[DOI]

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

Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection.

[BibT_eX]

[DOI]

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

Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation.

[BibT_eX]

[DOI]

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

Noisy Adaptive Group Testing for Community-Oriented Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

The communication cost of security and privacy in federated frequency estimation.

[BibT_eX]

[DOI]

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

2022

Guest Editorial.

[BibT_eX]

[DOI]

Mohammad Ali Maddah-Ali

IEEE J. Sel. Areas Inf. Theory, 2022

Series Editorial The Sixth Issue of the Series on Machine Learning in Communications and Networks.

[BibT_eX]

[DOI]

Jaafar Mohamed Hashim Elmirghani

IEEE J. Sel. Areas Commun., 2022

Series Editorial The Fourth Issue of the Series on Machine Learning in Communications and Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2022

The Fifth Issue of the Series on Machine Learning in Communications and Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2022

Over-the-Air Statistical Estimation.

[BibT_eX]

[DOI]

Chuan-Zheng Lee

IEEE J. Sel. Areas Commun., 2022

The Poisson binomial mechanism for secure and private federated learning.

[BibT_eX]

[DOI]

CoRR, 2022

Estimating Sparse Distributions Under Joint Communication and Privacy Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Geometric Lower Bounds for Distributed Parameter Estimation Under Communication Constraints.

[BibT_eX]

[DOI]

Tsachy Weissman

IEEE Trans. Inf. Theory, 2021

Series Editorial: The Third Issue of the Series on Machine Learning in Communications and Networks.

[BibT_eX]

[DOI]

Jaafar Mohamed Hashim Elmirghani

IEEE J. Sel. Areas Commun., 2021

Series Editorial: The Second Issue of the Series on Machine Learning in Communications and Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Series Editorial: Inauguration Issue of the Series on Machine Learning in Communications and Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Advances and Open Problems in Federated Learning.

[BibT_eX]

[DOI]

Rafael G. L. D'Oliveira

Ananda Theertha Suresh

Found. Trends Mach. Learn., 2021

Batched Thompson Sampling.

[BibT_eX]

[DOI]

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

Pointwise Bounds for Distribution Estimation under Communication Constraints.

[BibT_eX]

[DOI]

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

Lower Bounds for Over-the-Air Statistical Estimation.

[BibT_eX]

[DOI]

Chuan-Zheng Lee

Proceedings of the IEEE International Symposium on Information Theory, 2021

Fisher Information and Mutual Information Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Differentially Private Federated Learning: An Information-Theoretic Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Adaptive Group Testing on Networks with Community Structure.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Over-the-Air Statistical Estimation of Sparse Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Breaking The Dimension Dependence in Sparse Distribution Estimation under Communication Constraints.

[BibT_eX]

[DOI]

Proceedings of the Conference on Learning Theory, 2021

2020

Capacity Upper Bounds for the Relay Channel via Reverse Hypercontractivity.

[BibT_eX]

[DOI]

Jingbo Liu

IEEE Trans. Inf. Theory, 2020

Minimax Learning for Distributed Inference.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Sparse Combinatorial Group Testing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Lower Bounds and a Near-Optimal Shrinkage Estimator for Least Squares Using Random Projections.

[BibT_eX]

[DOI]

Srivatsan Sridhar

Mert Pilanci

IEEE J. Sel. Areas Inf. Theory, 2020

rTop-k: A Statistical Estimation Approach to Distributed SGD.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

Fisher Information Under Local Differential Privacy.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

Global Multiclass Classification and Dataset Construction via Heterogeneous Local Experts.

[BibT_eX]

[DOI]

Mert Pilanci

IEEE J. Sel. Areas Inf. Theory, 2020

Asymptotic Convergence of Thompson Sampling.

[BibT_eX]

[DOI]

CoRR, 2020

Strong Privacy and Utility Guarantee: Over-the-Air Statistical Estimation.

[BibT_eX]

[DOI]

Wenhao Zhan

CoRR, 2020

Global Multiclass Classification from Heterogeneous Local Models.

[BibT_eX]

[DOI]

Mert Pilanci

CoRR, 2020

An Improved Regret Bound for Thompson Sampling in the Gaussian Linear Bandit Setting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Strongly Explicit and Efficiently Decodable Probabilistic Group Testing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

The Courtade-Kumar Most Informative Boolean Function Conjecture and a Symmetrized Li-Médard Conjecture are Equivalent.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

"The Capacity of the Relay Channel": Solution to Cover's Problem in the Gaussian Case.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

On the Optimality of the Kautz-Singleton Construction in Probabilistic Group Testing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Cooperative Binning for Semi-Deterministic Channels With Non-Causal State Information.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Advances and Open Problems in Federated Learning.

[BibT_eX]

[DOI]

Rafael G. L. D'Oliveira

Ananda Theertha Suresh

CoRR, 2019

Minimax Bounds for Distributed Logistic Regression.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Distributions from their Samples under Communication Constraints.

[BibT_eX]

[DOI]

CoRR, 2019

New Upper Bounds on the Capacity of Primitive Diamond Relay Channels.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

New Converses for the Relay Channel via Reverse Hypercontractivity.

[BibT_eX]

[DOI]

Jingbo Liu

Proceedings of the IEEE International Symposium on Information Theory, 2019

A Group Testing Approach to Random Access for Short-Packet Communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Fisher Information for Distributed Estimation under a Blackboard Communication Protocol.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Cut-Set Bound is Loose for Gaussian Relay Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

A Communication Channel With Random Battery Recharges.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Online Power Control for Block i.i.d. Energy Harvesting Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Capacity of the Energy Harvesting Gaussian MAC.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

On Achievable Rates of AWGN Energy-Harvesting Channels With Block Energy Arrival and Non-Vanishing Error Probabilities.

[BibT_eX]

[DOI]

Silas L. Fong

Vincent Y. F. Tan

IEEE Trans. Inf. Theory, 2018

Communication With Crystal-Free Radios.

[BibT_eX]

[DOI]

Amin Arbabian

IEEE Trans. Commun., 2018

An Isoperimetric Result on High-Dimensional Spheres.

[BibT_eX]

[DOI]

CoRR, 2018

Minimax Learning for Remote Prediction.

[BibT_eX]

[DOI]

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

Energy-limited Massive Random Access via Noisy Group Testing.

[BibT_eX]

[DOI]

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

Distributed Statistical Estimation of High-Dimensional and Nonparametric Distributions.

[BibT_eX]

[DOI]

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

A Geometric Characterization of Fisher Information from Quantized Samples with Applications to Distributed Statistical Estimation.

[BibT_eX]

[DOI]

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

2017

Improving on the Cut-Set Bound via Geometric Analysis of Typical Sets.

[BibT_eX]

[DOI]

Liang-Liang Xie

IEEE Trans. Inf. Theory, 2017

Capacity of Remotely Powered Communication.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Sparse Combinatorial Group Testing for Low-Energy Massive Random Access.

[BibT_eX]

[DOI]

CoRR, 2017

Approximately optimal policies for a class of Markov decision problems with applications to energy harvesting.

[BibT_eX]

[DOI]

Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017

Online Power Control for Block i.i.d. Bernoulli Energy Harvesting Channels.

[BibT_eX]

[DOI]

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

The geometry of the relay channel.

[BibT_eX]

[DOI]

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

Can full-duplex more than double the capacity of wireless networks?

[BibT_eX]

[DOI]

Serj Haddad

Emre Telatar

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

Sparse group testing codes for low-energy massive random access.

[BibT_eX]

[DOI]

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

A solution to cover's problem for the binary symmetric relay channel: Geometry of sets on the hamming sphere.

[BibT_eX]

[DOI]

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

2016

Capacity of the Energy-Harvesting Channel With a Finite Battery.

[BibT_eX]

[DOI]

Phan-Minh Nguyen

Ayfer Özgür Aydin

IEEE Trans. Inf. Theory, 2016

Channel Diversity Needed for Vector Space Interference Alignment.

[BibT_eX]

[DOI]

Cheuk Ting Li

IEEE Trans. Inf. Theory, 2016

Multicoding Schemes for Interference Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Cooperative Binning for Semideterministic Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Achieving Full DoF in Heterogeneous Parallel Broadcast Channels With Outdated CSIT.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

On the Complexity of Scheduling in Half-Duplex Diamond Networks.

[BibT_eX]

[DOI]

Siddhartha Brahma

IEEE Trans. Inf. Theory, 2016

STAC: Simultaneous Transmitting and Air Computing in Wireless Data Center Networks.

[BibT_eX]

[DOI]

Shengli Zhang

IEEE J. Sel. Areas Commun., 2016

Universally Near Optimal Online Power Control for Energy Harvesting Nodes.

[BibT_eX]

[DOI]

Ayfer Özgür Aydin

IEEE J. Sel. Areas Commun., 2016

Phase Retrieval via Incremental Truncated Wirtinger Flow.

[BibT_eX]

[DOI]

CoRR, 2016

Online power control for the energy harvesting multiple access channel.

[BibT_eX]

[DOI]

Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016

Improving on the cut-set bound for general primitive relay channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Cover's open problem: "The Capacity of the Relay Channel".

[BibT_eX]

[DOI]

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

2015

Capacity Approximations for Gaussian Relay Networks.

[BibT_eX]

[DOI]

Abbas El Gamal

IEEE Trans. Inf. Theory, 2015

When Are Dynamic Relaying Strategies Necessary in Half-Duplex Wireless Networks?

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

On Feedback in Gaussian Multihop Networks.

[BibT_eX]

[DOI]

Farzan Farnia

IEEE Trans. Inf. Theory, 2015

Near Optimal Energy Control and Approximate Capacity of Energy Harvesting Communication.

[BibT_eX]

[DOI]

Yishun Dong

Farzan Farnia

IEEE J. Sel. Areas Commun., 2015

Optimal online strategies for an energy harvesting system with Bernoulli energy recharges.

[BibT_eX]

[DOI]

Abbas Kazerouni

Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

Can feedback increase the capacity of the energy harvesting channel?

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

Upper bounds on the capacity of symmetric primitive relay channels.

[BibT_eX]

[DOI]

Liang-Liang Xie

Proceedings of the IEEE International Symposium on Information Theory, 2015

Capacity of the AWGN channel with random battery recharges.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

State-dependent multiple-access channels with partially cribbing encoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Approximate capacity of Gaussian relay networks: Is a sublinear gap to the cutset bound plausible?

[BibT_eX]

[DOI]

Thomas A. Courtade

Proceedings of the IEEE International Symposium on Information Theory, 2015

Degrees of freedom of the MIMO interference channel with parallel multicasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

Wireless Network Simplification: The Gaussian $N$ -Relay Diamond Network.

[BibT_eX]

[DOI]

Caner Nazaroglu

IEEE Trans. Inf. Theory, 2014

Achieving the Capacity of the $N$ -Relay Gaussian Diamond Network Within log $N$ Bits.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2014

On feedback in Gaussian multi-hop networks.

[BibT_eX]

[DOI]

Farzan Farnia

Proceedings of the 2014 Information Theory and Applications Workshop, 2014

Channel diversity needed for vector interference alignment.

[BibT_eX]

[DOI]

Cheuk Ting Li

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

The capacity region of a class of deterministic state-dependent Z-interference channels.

[BibT_eX]

[DOI]

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

Approximate capacity of energy harvesting communication with finite battery.

[BibT_eX]

[DOI]

Yishun Dong

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

Outdated CSIT can achieve full DoF in heterogeneous parallel channels.

[BibT_eX]

[DOI]

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

Deterministic Z-interference channels with unidirectional partial cribbing.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

Fast near-optimal subnetwork selection in layered relay networks.

[BibT_eX]

[DOI]

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

Feedback through overhearing.

[BibT_eX]

[DOI]

Jinyuan Chen

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

2013

Approximately Achieving Gaussian Relay Network Capacity With Lattice-Based QMF Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Spatial Degrees of Freedom of Large Distributed MIMO Systems and Wireless Ad Hoc Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Improved capacity approximations for Gaussian relay networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

On information flow and feedback in relay networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

A scaling law approach to wireless relay networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Telescopic beamforming for large wireless networks.

[BibT_eX]

[DOI]

Alla Merzakreeva

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

Generalized diversity-multiplexing tradeoff of half-duplex relay networks.

[BibT_eX]

[DOI]

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

On the structure of approximately optimal schedules for half-duplex diamond networks.

[BibT_eX]

[DOI]

Siddhartha Brahma

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

2012

Achieving the capacity of the N-relay Gaussian diamond network within logn bits.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

Dynamic QMF for half-duplex relay networks.

[BibT_eX]

[DOI]

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

Hierarchical beamforming for large one-dimensional wireless networks.

[BibT_eX]

[DOI]

Alla Merzakreeva

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

Simple schedules for half-duplex networks.

[BibT_eX]

[DOI]

Siddhartha Brahma

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

2011

Operating Regimes of Large Wireless Networks.

[BibT_eX]

[DOI]

David N. C. Tse

Found. Trends Netw., 2011

Graph-based codes for Quantize-Map-and-Forward relaying.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Network Simplification: The Gaussian diamond network with multiple antennas.

[BibT_eX]

[DOI]

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

2010

Throughput-delay tradeoff for hierarchical cooperation in ad hoc wireless networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2010

Information-theoretic operating regimes of large wireless networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2010

Linear capacity scaling in wireless networks: Beyond physical limits?

[BibT_eX]

[DOI]

Proceedings of the Information Theory and Applications Workshop, 2010

Approximately achieving Gaussian relay network capacity with lattice codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

Beyond Multi-Hop: Optimal Cooperation in Large Wireless Networks.

[BibT_eX]

[DOI]

Ayfer Özgür Aydin

Proceedings of the 19th International Conference on Computer Communications and Networks, 2010

2009

Fundamental limits and optimal operation in large wireless networks.

[BibT_eX]

[DOI]

PhD thesis, 2009

Achieving linear scaling with interference alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

2008

Throughput-delay trade-off for hierarchical cooperation in ad hoc wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Conference on Telecommunications, 2008

2007

Hierarchical Cooperation Achieves Optimal Capacity Scaling in Ad Hoc Networks.

[BibT_eX]

[DOI]

David N. C. Tse

IEEE Trans. Inf. Theory, 2007

Scaling Laws for One- and Two-Dimensional Random Wireless Networks in the Low-Attenuation Regime.

[BibT_eX]

[DOI]

Emmanuel Preissmann

IEEE Trans. Inf. Theory, 2007

Exact Capacity Scaling of Extended Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

Hierarchical Cooperation Achieves Linear Capacity Scaling in Ad Hoc Networks.

[BibT_eX]

[DOI]