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ORCIDLeighton Pate Barnes
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2020 – today
- 2024
[j7]Leighton Pate Barnes
, Alex Dytso, Jingbo Liu, H. Vincent Poor:
L1 Estimation: On the Optimality of Linear Estimators. IEEE Trans. Inf. Theory 70(11): 8026-8039 (2024)- [c13]Leighton Pate Barnes, Alex Dytso, Jingbo Liu, H. Vincent Poor:
Multivariate Priors and the Linearity of Optimal Bayesian Estimators under Gaussian Noise. ISIT 2024: 987-992 - [i13]Leighton Pate Barnes, Alex Dytso, Jingbo Liu, H. Vincent Poor:
Multivariate Priors and the Linearity of Optimal Bayesian Estimators under Gaussian Noise. CoRR abs/2401.16701 (2024) - 2023
- [c12]Leighton Pate Barnes, Alex Dytso, H. Vincent Poor:
L1 Estimation in Gaussian Noise: On the Optimality of Linear Estimators. ISIT 2023: 1872-1877 - [i12]Leighton Pate Barnes, Alex Dytso, Jingbo Liu, H. Vincent Poor:
L1 Estimation: On the Optimality of Linear Estimators. CoRR abs/2309.09129 (2023) - 2022
- [j6]Leighton Pate Barnes, Alex Dytso, Harold Vincent Poor:
Improved Information-Theoretic Generalization Bounds for Distributed, Federated, and Iterative Learning. Entropy 24(9): 1178 (2022) - [j5]Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür:
Over-the-Air Statistical Estimation. IEEE J. Sel. Areas Commun. 40(2): 548-561 (2022) - [c11]Leighton Pate Barnes, Alex Dytso, H. Vincent Poor:
Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning. ISIT 2022: 1465-1470 - [i11]Leighton Pate Barnes, Alex Dytso, H. Vincent Poor:
Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning. CoRR abs/2202.02423 (2022) - 2021
- [c10]Chuan-Zheng Lee, Leighton Pate Barnes, Wenhao Zhan, Ayfer Özgür:
Over-the-Air Statistical Estimation of Sparse Models. GLOBECOM 2021: 1-6 - [c9]Leighton Pate Barnes, Ayfer Özgür:
Fisher Information and Mutual Information Constraints. ISIT 2021: 2179-2184 - [c8]Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür:
Lower Bounds for Over-the-Air Statistical Estimation. ISIT 2021: 2358-2363 - [i10]Leighton Pate Barnes, Ayfer Özgür:
Fisher Information and Mutual Information Constraints. CoRR abs/2102.05802 (2021) - [i9]Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür:
Over-the-Air Statistical Estimation. CoRR abs/2103.04014 (2021) - 2020
- [j4]Leighton Pate Barnes, Wei-Ning Chen, Ayfer Özgür:
Fisher Information Under Local Differential Privacy. IEEE J. Sel. Areas Inf. Theory 1(3): 645-659 (2020) - [j3]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): 897-907 (2020) - [c7]Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Özgür:
Over-the-Air Statistical Estimation. GLOBECOM 2020: 1-6 - [c6]Leighton Pate Barnes, Ayfer Özgür:
The Courtade-Kumar Most Informative Boolean Function Conjecture and a Symmetrized Li-Médard Conjecture are Equivalent. ISIT 2020: 2205-2209 - [i8]Leighton Pate Barnes, Ayfer Özgür:
The Courtade-Kumar Most Informative Boolean Function Conjecture and a Symmetrized Li-Médard Conjecture are Equivalent. CoRR abs/2004.01277 (2020) - [i7]Leighton Pate Barnes, Huseyin A. Inan, Berivan Isik, Ayfer Özgür:
rTop-k: A Statistical Estimation Approach to Distributed SGD. CoRR abs/2005.10761 (2020) - [i6]Leighton Pate Barnes, Wei-Ning Chen, Ayfer Özgür:
Fisher information under local differential privacy. CoRR abs/2005.10783 (2020) - [i5]Wenhao Zhan, Leighton Pate Barnes, Ayfer Özgür:
Strong Privacy and Utility Guarantee: Over-the-Air Statistical Estimation. CoRR abs/2010.13531 (2020)
2010 – 2019
- 2019
- [j2]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): 255-275 (2019) - [c5]Leighton Pate Barnes, Yanjun Han, Ayfer Özgür:
Fisher Information for Distributed Estimation under a Blackboard Communication Protocol. ISIT 2019: 2704-2708 - [i4]Leighton Pate Barnes, Yanjun Han, Ayfer Özgür:
Learning Distributions from their Samples under Communication Constraints. CoRR abs/1902.02890 (2019) - [i3]Leighton Pate Barnes, Ayfer Özgür:
Minimax Bounds for Distributed Logistic Regression. CoRR abs/1910.01625 (2019) - 2018
- [c4]Leighton Pate Barnes, Yanjun Han, Ayfer Özgür:
A Geometric Characterization of Fisher Information from Quantized Samples with Applications to Distributed Statistical Estimation. Allerton 2018: 16-23 - [i2]Leighton Pate Barnes, Ayfer Özgür, Xiugang Wu:
An Isoperimetric Result on High-Dimensional Spheres. CoRR abs/1811.10533 (2018) - 2017
- [c3]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: 844-851 - [c2]Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür:
The geometry of the relay channel. ISIT 2017: 2233-2237 - [i1]Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür:
Cover's Open Problem: "The Capacity of the Relay Channel". CoRR abs/1701.02043 (2017) - 2016
- [j1]Leighton Pate Barnes, George C. Verghese:
Uniform FIR approximation of causal Wiener filters, with applications to causal coherence. Signal Process. 122: 129-137 (2016) - [c1]Xiugang Wu, Leighton Pate Barnes, Ayfer Özgür:
Cover's open problem: "The Capacity of the Relay Channel". Allerton 2016: 148-155
Coauthor Index
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