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Over-the-Air Statistical Estimation


Mar 06, 2021
Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Ozgur

* 12 pages, 5 figures 

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Asymptotic Convergence of Thompson Sampling


Nov 08, 2020
Cem Kalkanli, Ayfer Ozgur


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Information Constrained Optimal Transport: From Talagrand, to Marton, to Cover


Aug 24, 2020
Yikun Bai, Xiugang Wu, Ayfer Ozgur


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Global Multiclass Classification from Heterogeneous Local Models


May 25, 2020
Surin Ahn, Ayfer Ozgur, Mert Pilanci

* 31 pages, 8 figures 

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Fisher information under local differential privacy


May 21, 2020
Leighton Pate Barnes, Wei-Ning Chen, Ayfer Ozgur


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rTop-k: A Statistical Estimation Approach to Distributed SGD


May 21, 2020
Leighton Pate Barnes, Huseyin A. Inan, Berivan Isik, Ayfer Ozgur


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Learning Distributions from their Samples under Communication Constraints


Feb 07, 2019
Leighton Pate Barnes, Yanjun Han, Ayfer Ozgur


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