Leighton Pate Barnes

Alex Dytso

H. Vincent Poor

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Over-the-Air Statistical Estimation.

[BibT_eX]

[DOI]

Chuan-Zheng Lee

IEEE J. Sel. Areas Commun., 2022

Improved Information-Theoretic Generalization Bounds for Distributed, Federated, and Iterative Learning.

[BibT_eX]

[DOI]

Alex Dytso

Harold Vincent Poor

Entropy, 2022

Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning.

[BibT_eX]

[DOI]

Alex Dytso

H. Vincent Poor

Proceedings of the IEEE International Symposium on Information Theory, 2022

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

Over-the-Air Statistical Estimation of Sparse Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

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]

Wei-Ning Chen

IEEE J. Sel. Areas Inf. Theory, 2020

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

[BibT_eX]

[DOI]

Wenhao Zhan

CoRR, 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

Minimax Bounds for Distributed Logistic Regression.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Distributions from their Samples under Communication Constraints.

[BibT_eX]

[DOI]

Yanjun Han

CoRR, 2019

Fisher Information for Distributed Estimation under a Blackboard Communication Protocol.

[BibT_eX]

[DOI]

Yanjun Han

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

An Isoperimetric Result on High-Dimensional Spheres.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

Yanjun Han

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

2017

The geometry of the relay channel.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 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

Uniform FIR approximation of causal Wiener filters, with applications to causal coherence.

[BibT_eX]

[DOI]

George C. Verghese

Signal Process., 2016

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

[BibT_eX]

[DOI]