Unified Breakdown Analysis for Byzantine Robust Gossip

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Unified Breakdown Analysis for Byzantine Robust Gossip

14 October 2024

Aymeric Dieuleveut

Hadrien Hendrikx

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Papers citing "Unified Breakdown Analysis for Byzantine Robust Gossip"

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Title
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging Edwige Cyffers Mathieu Even A. Bellet Laurent Massoulié FedML 120 26 0 10 Jun 2022
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules Zhaoxian Wu Tianyi Chen Qing Ling 85 40 0 09 Jun 2022
Learning from History for Byzantine Robust Optimization Sai Praneeth Karimireddy Lie He Martin Jaggi FedML AAML 96 182 0 18 Dec 2020
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning) El-Mahdi El-Mhamdi Sadegh Farhadkhani R. Guerraoui Arsany Guirguis L. Hoang Sébastien Rouault FedML 75 69 0 03 Aug 2020
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation Cong Xie Oluwasanmi Koyejo Indranil Gupta FedML AAML 57 260 0 10 Mar 2019
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates Dong Yin Yudong Chen Kannan Ramchandran Peter L. Bartlett OOD FedML 131 1,520 0 05 Mar 2018
Optimal algorithms for smooth and strongly convex distributed optimization in networks Kevin Scaman Francis R. Bach Sébastien Bubeck Y. Lee Laurent Massoulié 86 331 0 28 Feb 2017
Iterative Approximate Byzantine Consensus in Arbitrary Directed Graphs Nitin H. Vaidya Lewis Tseng Guanfeng Liang 138 214 0 19 Jan 2012