Leighton Pate Barnes

According to our database, Leighton Pate Barnes authored at least 23 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multivariate Priors and the Linearity of Optimal Bayesian Estimators under Gaussian Noise.

Leighton Pate Barnes, Alex Dytso, Jingbo Liu, H. Vincent Poor

CoRR, 2024

2023

L¹ Estimation: On the Optimality of Linear Estimators.

Leighton Pate Barnes, Alex Dytso, Jingbo Liu, H. Vincent Poor

CoRR, 2023

L¹ Estimation in Gaussian Noise: On the Optimality of Linear Estimators.

Leighton Pate Barnes, Alex Dytso, H. Vincent Poor

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Over-the-Air Statistical Estimation.

Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür

IEEE J. Sel. Areas Commun., 2022

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

Leighton Pate Barnes, Alex Dytso, Harold Vincent Poor

Entropy, 2022

Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning.

Leighton Pate Barnes, Alex Dytso, H. Vincent Poor

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Lower Bounds for Over-the-Air Statistical Estimation.

Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür

Proceedings of the IEEE International Symposium on Information Theory, 2021

Fisher Information and Mutual Information Constraints.

Leighton Pate Barnes, Ayfer Özgür

Proceedings of the IEEE International Symposium on Information Theory, 2021

Over-the-Air Statistical Estimation of Sparse Models.

Chuan-Zheng Lee, Leighton Pate Barnes, Wenhao Zhan, Ayfer Özgür

Proceedings of the IEEE Global Communications Conference, 2021

2020

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

Leighton Pate Barnes, Huseyin A. Inan, Berivan Isik, Ayfer Özgür

IEEE J. Sel. Areas Inf. Theory, 2020

Fisher Information Under Local Differential Privacy.

Leighton Pate Barnes, Wei-Ning Chen, Ayfer Özgür

IEEE J. Sel. Areas Inf. Theory, 2020

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

Wenhao Zhan, Leighton Pate Barnes, Ayfer Özgür

CoRR, 2020

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

Leighton Pate Barnes, Ayfer Özgür

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.

Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür

IEEE Trans. Inf. Theory, 2019

Minimax Bounds for Distributed Logistic Regression.

Leighton Pate Barnes, Ayfer Özgür

CoRR, 2019

Learning Distributions from their Samples under Communication Constraints.

Leighton Pate Barnes, Yanjun Han, Ayfer Özgür

CoRR, 2019

Fisher Information for Distributed Estimation under a Blackboard Communication Protocol.

Leighton Pate Barnes, Yanjun Han, Ayfer Özgür

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

An Isoperimetric Result on High-Dimensional Spheres.

Leighton Pate Barnes, Ayfer Özgür, Xiugang Wu

CoRR, 2018

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

Leighton Pate Barnes, Yanjun Han, Ayfer Özgür

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

2017

The geometry of the relay channel.

Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür

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.

Leighton Pate Barnes, Xiugang Wu, Ayfer Özgür

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

2016

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

Leighton Pate Barnes, George C. Verghese

Signal Process., 2016

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

Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür

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