Variance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed Inference

4 March 2021

Papers citing "Variance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed Inference"

8 / 8 papers shown

Title
Byzantine-tolerant distributed learning of finite mixture models Qiong Zhang Jiahua Chen Jiahua Chen FedML 144 0 0 19 Jul 2024
Byzantine-robust distributed one-step estimation Chuhan Wang Xuehu Zhu Lixing Zhu OOD 18 0 0 15 Jul 2023
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity Youssef Allouah Sadegh Farhadkhani R. Guerraoui Nirupam Gupta Rafael Pinot John Stephan FedML 111 54 0 03 Feb 2023
Distributed Estimation and Inference for Semi-parametric Binary Response Models Xinyu Chen Wenbo Jing Weidong Liu Yichen Zhang 47 2 0 15 Oct 2022
Robust supervised learning with coordinate gradient descent Stéphane Gaïffas Ibrahim Merad OOD 69 2 0 31 Jan 2022
Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification Saptarshi Chakraborty Debolina Paul Swagatam Das OOD 66 0 0 06 Jan 2022
Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey Shangwei Guo Xu Zhang Feiyu Yang Tianwei Zhang Yan Gan Tao Xiang Yang Liu FedML 106 9 0 19 Dec 2021
Resilient Consensus-based Multi-agent Reinforcement Learning with Function Approximation Martin Figura Yixuan Lin Ji Liu V. Gupta AAML 35 3 0 12 Nov 2021