Byzantine-Robust Decentralized Learning via ClippedGossip

Byzantine-Robust Decentralized Learning via ClippedGossip

3 February 2022

Lie He

Sai Praneeth Karimireddy

Papers citing "Byzantine-Robust Decentralized Learning via ClippedGossip"

10 / 10 papers shown

Title
GRANITE : a Byzantine-Resilient Dynamic Gossip Learning Framework Yacine Belal Mohamed Maouche Sonia Ben Mokhtar Anthony Simonet-Boulogne 35 0 0 24 Apr 2025
Unified Breakdown Analysis for Byzantine Robust Gossip Renaud Gaucher Aymeric Dieuleveut Hadrien Hendrikx FedML AAML 27 1 0 14 Oct 2024
Impact of Network Topology on Byzantine Resilience in Decentralized Federated Learning Siddhartha Bhattacharya Daniel Helo Joshua Siegel 52 1 0 06 Jul 2024
Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training T. Dahan Kfir Y. Levy 40 1 0 23 May 2024
Byzantine-Robust Gossip: Insights from a Dual Approach Renaud Gaucher Hadrien Hendrikx Aymeric Dieuleveut AAML 23 0 0 06 May 2024
Mean Aggregator Is More Robust Than Robust Aggregators Under Label Poisoning Attacks Jie Peng Weiyu Li Qing Ling OOD 39 0 0 21 Apr 2024
Byzantine-Robust Decentralized Stochastic Optimization with Stochastic Gradient Noise-Independent Learning Error Jie Peng Weiyu Li Qing Ling 21 1 0 10 Aug 2023
On the Geometric Convergence of Byzantine-Resilient Distributed Optimization Algorithms K. Kuwaranancharoen S. Sundaram FedML 11 7 0 18 May 2023
BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning Bicheng Ying Kun Yuan Hanbin Hu Yiming Chen W. Yin FedML 31 27 0 08 Nov 2021
DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training Kun Yuan Yiming Chen Xinmeng Huang Yingya Zhang Pan Pan Yinghui Xu W. Yin MoE 46 60 0 24 Apr 2021