Leighton Pate Barnes

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 30

Top Topics

Generalization Bounds

Statistical Estimation

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

Leighton Pate Barnes, Alex Dytso, Jingbo Liu, H. Vincent Poor
Multivariate Priors and the Linearity of Optimal Bayesian Estimators under Gaussian Noise. CoRR (2024)
Leighton Pate Barnes, Alex Dytso, Jingbo Liu, H. Vincent Poor
Estimation: On the Optimality of Linear Estimators. CoRR (2023)
Leighton Pate Barnes, Alex Dytso, H. Vincent Poor
Estimation in Gaussian Noise: On the Optimality of Linear Estimators. ISIT (2023)
Leighton Pate Barnes, Alex Dytso, H. Vincent Poor
Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning. ISIT (2022)
Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür
Over-the-Air Statistical Estimation. IEEE J. Sel. Areas Commun. 40 (2) (2022)
Leighton Pate Barnes, Alex Dytso, Harold Vincent Poor
Improved Information-Theoretic Generalization Bounds for Distributed, Federated, and Iterative Learning. Entropy 24 (9) (2022)
Leighton Pate Barnes, Ayfer Özgür
Fisher Information and Mutual Information Constraints. ISIT (2021)
Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür
Lower Bounds for Over-the-Air Statistical Estimation. ISIT (2021)
Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür
Over-the-Air Statistical Estimation. CoRR (2021)
Leighton Pate Barnes, Ayfer Özgür
Fisher Information and Mutual Information Constraints. CoRR (2021)
Chuan-Zheng Lee, Leighton Pate Barnes, Wenhao Zhan, Ayfer Özgür
Over-the-Air Statistical Estimation of Sparse Models. GLOBECOM (2021)
Wenhao Zhan, Leighton Pate Barnes, Ayfer Özgür
Strong Privacy and Utility Guarantee: Over-the-Air Statistical Estimation. CoRR (2020)
Leighton Pate Barnes, Wei-Ning Chen, Ayfer Özgür
Fisher information under local differential privacy. CoRR (2020)
Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür
Over-the-Air Statistical Estimation. GLOBECOM (2020)
Leighton Pate Barnes, Huseyin A. Inan, Berivan Isik, Ayfer Özgür
rTop-k: A Statistical Estimation Approach to Distributed SGD. CoRR (2020)
Leighton Pate Barnes, Ayfer Özgür
The Courtade-Kumar Most Informative Boolean Function Conjecture and a Symmetrized Li-Médard Conjecture are Equivalent. CoRR (2020)
Leighton Pate Barnes, Huseyin A. Inan, Berivan Isik, Ayfer Özgür
rTop-k: A Statistical Estimation Approach to Distributed SGD. IEEE J. Sel. Areas Inf. Theory 1 (3) (2020)
Leighton Pate Barnes, Wei-Ning Chen, Ayfer Özgür
Fisher Information Under Local Differential Privacy. IEEE J. Sel. Areas Inf. Theory 1 (3) (2020)
Leighton Pate Barnes, Ayfer Özgür
The Courtade-Kumar Most Informative Boolean Function Conjecture and a Symmetrized Li-Médard Conjecture are Equivalent. ISIT (2020)
Leighton Pate Barnes, Yanjun Han, Ayfer Özgür
Fisher Information for Distributed Estimation under a Blackboard Communication Protocol. ISIT (2019)
Leighton Pate Barnes, Ayfer Özgür
Minimax Bounds for Distributed Logistic Regression. CoRR (2019)
Leighton Pate Barnes, Yanjun Han, Ayfer Özgür
Learning Distributions from their Samples under Communication Constraints. CoRR (2019)
Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür
"The Capacity of the Relay Channel": Solution to Cover's Problem in the Gaussian Case. IEEE Trans. Inf. Theory 65 (1) (2019)
Leighton Pate Barnes, Yanjun Han, Ayfer Özgür
A Geometric Characterization of Fisher Information from Quantized Samples with Applications to Distributed Statistical Estimation. Allerton (2018)
Leighton Pate Barnes, Ayfer Özgür, Xiugang Wu
An Isoperimetric Result on High-Dimensional Spheres. CoRR (2018)
Leighton Pate Barnes, Xiugang Wu, Ayfer Özgür
A solution to cover's problem for the binary symmetric relay channel: Geometry of sets on the hamming sphere. Allerton (2017)
Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür
The geometry of the relay channel. ISIT (2017)
Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür
Cover's Open Problem: "The Capacity of the Relay Channel". CoRR (2017)
Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür
Cover's open problem: "The Capacity of the Relay Channel". Allerton (2016)
Leighton Pate Barnes, George C. Verghese
Uniform FIR approximation of causal Wiener filters, with applications to causal coherence. Signal Process. 122 (2016)