Byzantine Fault-Tolerance in Peer-to-Peer Distributed Gradient-Descent

28 January 2021

Papers citing "Byzantine Fault-Tolerance in Peer-to-Peer Distributed Gradient-Descent"

7 / 7 papers shown

Title
PeerFL: A Simulator for Peer-to-Peer Federated Learning at Scale Alka Luqman Shivanshu Shekhar Anupam Chattopadhyay FedML 73 0 0 28 May 2024
Byzantine-Resilient Decentralized Multi-Armed Bandits Jingxuan Zhu Alec Koppel Alvaro Velasquez Ji Liu 73 6 0 11 Oct 2023
Byzantine-Robust Decentralized Stochastic Optimization with Stochastic Gradient Noise-Independent Learning Error Jie Peng Weiyu Li Qing Ling 60 2 0 10 Aug 2023
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules Zhaoxian Wu Tianyi Chen Qing Ling 95 40 0 09 Jun 2022
Variance Reduction is an Antidote to Byzantines: Better Rates, Weaker Assumptions and Communication Compression as a Cherry on the Top Eduard A. Gorbunov Samuel Horváth Peter Richtárik Gauthier Gidel AAML 38 0 0 01 Jun 2022
Secure Distributed Training at Scale Eduard A. Gorbunov Alexander Borzunov Michael Diskin Max Ryabinin FedML 90 15 0 21 Jun 2021
A Survey on Fault-tolerance in Distributed Optimization and Machine Learning Shuo Liu AI4CE OOD 79 13 0 16 Jun 2021