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Ayfer Ozgur
Ayfer Ozgur
Associate Professor of Electrical Engineering, Stanford University
Bestätigte E-Mail-Adresse bei stanford.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and trends® in machine learning 14 (1–2), 1-210, 2021
56952021
Hierarchical cooperation achieves optimal capacity scaling in ad hoc networks
A Özgür, O Lévêque, D Tse
Information Theory, IEEE Transactions on 53 (10), 3549-3572, 2007
7742007
Breaking the communication-privacy-accuracy trilemma
WN Chen, P Kairouz, A Ozgur
Advances in Neural Information Processing Systems 33, 3312-3324, 2020
1272020
Spatial degrees of freedom of large distributed MIMO systems and wireless ad hoc networks
A Özgür, O Lévêque, D Tse
IEEE Journal on Selected Areas in Communications 31, 202-214, 2013
1162013
Approximately achieving Gaussian relay network capacity with lattice-based QMF codes
A Özgür, SN Diggavi
IEEE Transactions on Information Theory 59 (12), 8275-8294, 2013
108*2013
Geometric lower bounds for distributed parameter estimation under communication constraints
Y Han, A Özgür, T Weissman
Conference On Learning Theory, 3163-3188, 2018
972018
Near optimal energy control and approximate capacity of energy harvesting communication
Y Dong, F Farnia, A Özgür
IEEE Journal on Selected Areas in Communications 33 (3), 540 - 557, 2015
932015
Universally near optimal online power control for energy harvesting nodes
D Shaviv, A Özgür
IEEE Journal on Selected Areas in Communications 34 (12), 3620-3631, 2016
922016
Learning distributions from their samples under communication constraints
LP Barnes, Y Han, A Ozgur
arXiv preprint arXiv:1902.02890, 2019
89*2019
Information-theoretic operating regimes of large wireless networks
A Özgür, R Johari, D Tse, O Lévêque
Information Theory, IEEE Transactions on 56 (1), 427-437, 2010
892010
Capacity of the energy-harvesting channel with a finite battery
D Shaviv, PM Nguyen, A Özgür
IEEE Transactions on Information Theory 62 (11), 6436-6458, 2016
672016
Advances and open problems in federated learning. arXiv 2019
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 1912
651912
Throughput-Delay Tradeoff for Hierarchical Cooperation in ad hoc wireless networks
A Ozgur, O Lévêque
Information Theory, IEEE Transactions on 56 (3), 1369-1377, 2010
632010
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
Hierarchical cooperation achieves linear capacity scaling in ad hoc networks
A Ozgur, O Lévêque, D Tse
INFOCOM 2007. 26th IEEE International Conference on Computer Communications …, 2007
532007
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
Distributed statistical estimation of high-dimensional and nonparametric distributions
Y Han, P Mukherjee, A Ozgur, T Weissman
2018 IEEE International Symposium on Information Theory (ISIT), 506-510, 2018
522018
On the optimality of the Kautz-Singleton construction in probabilistic group testing
HA Inan, P Kairouz, M Wootters, A Özgür
IEEE Transactions on Information Theory 65 (9), 5592-5603, 2019
482019
Approximately achieving Gaussian relay network capacity with lattice-based QMF codes
A Ozgur, SN Diggavi
IEEE Transactions on Information Theory 59 (12), 8275-8294, 2013
472013
Scaling laws for one-and two-dimensional random wireless networks in the low-attenuation regime
A Ozgur, O Lévêque, E Preissmann
IEEE Transactions on Information Theory 53 (10), 3573-3585, 2007
472007
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