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Breaking the Communication-Privacy-Accuracy Trilemma

Jul 22, 2020
Wei-Ning Chen, Peter Kairouz, Ayfer Özgür

* 31 pages, 8 figures, submitted to NeurIPS 2020 

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Lower Bounds and a Near-Optimal Shrinkage Estimator for Least Squares using Random Projections

Jun 15, 2020
Srivatsan Sridhar, Mert Pilanci, Ayfer Özgür

* This work has been submitted to the IEEE Journal on Selected Areas in Information Theory (JSAIT) - Special Issue on Estimation and Inference, and is awaiting review. This document contains 37 pages and 14 figures 

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Advances and Open Problems in Federated Learning

Dec 10, 2019
Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Keith Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaid Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konečný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao


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Phase Retrieval via Incremental Truncated Wirtinger Flow

Jun 10, 2016
Ritesh Kolte, Ayfer Özgür


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