Fast and Robust Distributed Learning in High Dimension

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Fast and Robust Distributed Learning in High Dimension

5 May 2019

El-Mahdi El-Mhamdi

Sébastien Rouault

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Papers citing "Fast and Robust Distributed Learning in High Dimension"

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Title
BEV-SGD: Best Effort Voting SGD for Analog Aggregation Based Federated Learning against Byzantine Attackers Xin-Yue Fan Yue Wang Yan Huo Zhi Tian FedML 96 27 0 18 Oct 2021
Learning from History for Byzantine Robust Optimization Sai Praneeth Karimireddy Lie He Martin Jaggi FedML AAML 219 198 0 18 Dec 2020
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks Jy-yong Sohn Dong-Jun Han Beongjun Choi Jaekyun Moon FedML 135 38 0 14 Oct 2019
Adversary-resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model Zhixiong Yang Arpita Gang W. Bajwa OOD AAML 120 17 0 23 Aug 2019
DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation Shashank Rajput Hongyi Wang Zachary B. Charles Dimitris Papailiopoulos FedML 182 139 0 29 Jul 2019