Robust Aggregation for Federated Learning

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Robust Aggregation for Federated Learning

31 December 2019

Krishna Pillutla

Zaïd Harchaoui

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Papers citing "Robust Aggregation for Federated Learning"

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Title
Distributed Optimization with Arbitrary Local Solvers Chenxin Ma Jakub Konecný Martin Jaggi Virginia Smith Michael I. Jordan Peter Richtárik Martin Takáč 93 197 0 13 Dec 2015
Robust Covariance and Scatter Matrix Estimation under Huber's Contamination Model Mengjie Chen Chao Gao Zhao Ren 74 167 0 01 Jun 2015
Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning Julien Mairal 149 319 0 18 Feb 2014
Geometric median and robust estimation in Banach spaces Stanislav Minsker 170 311 0 06 Aug 2013
Loss minimization and parameter estimation with heavy tails Daniel J. Hsu Sivan Sabato 150 188 0 07 Jul 2013
Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n) Francis R. Bach Eric Moulines 93 405 0 10 Jun 2013