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Leighton Barnes
Leighton Barnes
Center for Communications Research - Princeton
Bestätigte E-Mail-Adresse bei idaccr.org
Titel
Zitiert von
Zitiert von
Jahr
Lower bounds for learning distributions under communication constraints via fisher information
LP Barnes, Y Han, A Ozgur
Journal of Machine Learning Research 21 (236), 1-30, 2020
89*2020
rTop-k: A Statistical Estimation Approach to Distributed SGD
LP Barnes, HA Inan, B Isik, A Özgür
IEEE Journal on Selected Areas in Information Theory 1 (3), 897-907, 2020
592020
Fisher information under local differential privacy
LP Barnes, WN Chen, A Özgür
IEEE Journal on Selected Areas in Information Theory 1 (3), 645-659, 2020
522020
Efficient telematics data upload
MJ Throop, L Barnes, DB Thornburg, BD Tillman, JW Schmotzer
US Patent 10,242,509, 2019
342019
“The Capacity of the Relay Channel”: Solution to Cover’s Problem in the Gaussian Case
X Wu, LP Barnes, A Özgür
IEEE Transactions on Information Theory, 2018
252018
Fisher information for distributed estimation under a blackboard communication protocol
LP Barnes, Y Han, A Özgür
2019 IEEE International Symposium on Information Theory (ISIT), 2704-2708, 2019
212019
Over-the-air statistical estimation
CZ Lee, LP Barnes, A Özgür
IEEE Journal on Selected Areas in Communications 40 (2), 548-561, 2021
142021
A solution to cover's problem for the binary symmetric relay channel: Geometry of sets on the hamming sphere
LP Barnes, X Wu, A Özgür
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
132017
Improved information theoretic generalization bounds for distributed and federated learning
LP Barnes, A Dytso, HV Poor
2022 IEEE International Symposium on Information Theory (ISIT), 1465-1470, 2022
112022
A geometric characterization of fisher information from quantized samples with applications to distributed statistical estimation
LP Barnes, Y Han, A Özgür
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
112018
Improved information-theoretic generalization bounds for distributed, federated, and iterative learning
LP Barnes, A Dytso, HV Poor
Entropy 24 (9), 1178, 2022
102022
The geometry of the relay channel
X Wu, LP Barnes, A Özgür
2017 IEEE International Symposium on Information Theory (ISIT), 2233-2237, 2017
102017
Cover's open problem:“The Capacity of the Relay Channel”
X Wu, LP Barnes, A Özgür
Communication, Control, and Computing (Allerton), 2016 54th Annual Allerton …, 2016
9*2016
Fisher information and mutual information constraints
LP Barnes, A Özgür
2021 IEEE International Symposium on Information Theory (ISIT), 2179-2184, 2021
72021
Minimax bounds for distributed logistic regression
LP Barnes, A Ozgur
arXiv preprint arXiv:1910.01625, 2019
62019
Lower bounds for over-the-air statistical estimation
CZ Lee, LP Barnes, A Özgür
2021 IEEE International Symposium on Information Theory (ISIT), 2358-2363, 2021
42021
The Courtade-Kumar most informative Boolean function conjecture and a symmetrized Li-Médard conjecture are equivalent
LP Barnes, A Özgür
2020 IEEE International Symposium on Information Theory (ISIT), 2205-2209, 2020
32020
Estimation: On the Optimality of Linear Estimators
LP Barnes, A Dytso, J Liu, HV Poor
arXiv preprint arXiv:2309.09129, 2023
22023
L1 Estimation in Gaussian Noise: On the Optimality of Linear Estimators
LP Barnes, A Dytso, HV Poor
2023 IEEE International Symposium on Information Theory (ISIT), 1872-1877, 2023
12023
Over-the-Air Statistical Estimation of Sparse Models
CZ Lee, LP Barnes, W Zhan, A Özgür
2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021
12021
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