Byzantine Fault Tolerant Distributed Linear Regression

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Byzantine Fault Tolerant Distributed Linear Regression

20 March 2019

Nitin H. Vaidya

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Papers citing "Byzantine Fault Tolerant Distributed Linear Regression"

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Title
Byzantine Fault-Tolerant Distributed Machine Learning Using Stochastic Gradient Descent (SGD) and Norm-Based Comparative Gradient Elimination (CGE) Nirupam Gupta Shuo Liu Nitin H. Vaidya FedML 62 11 0 11 Aug 2020
signSGD with Majority Vote is Communication Efficient And Fault Tolerant Jeremy Bernstein Jiawei Zhao Kamyar Azizzadenesheli Anima Anandkumar FedML 55 47 0 11 Oct 2018
Byzantine Stochastic Gradient Descent Dan Alistarh Zeyuan Allen-Zhu Jingkai Li FedML 73 296 0 23 Mar 2018
Sever: A Robust Meta-Algorithm for Stochastic Optimization Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Jacob Steinhardt Alistair Stewart 69 289 0 07 Mar 2018
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates Dong Yin Yudong Chen Kannan Ramchandran Peter L. Bartlett OOD FedML 121 1,513 0 05 Mar 2018
Generalized Byzantine-tolerant SGD Cong Xie Oluwasanmi Koyejo Indranil Gupta AAML 73 259 0 27 Feb 2018
Robust Estimation via Robust Gradient Estimation Adarsh Prasad A. Suggala Sivaraman Balakrishnan Pradeep Ravikumar 71 222 0 19 Feb 2018
ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning Zhixiong Yang W. Bajwa OOD 79 132 0 28 Aug 2017
Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent Yudong Chen Lili Su Jiaming Xu FedML 64 244 0 16 May 2017
Distributed Optimization Under Adversarial Nodes S. Sundaram Bahman Gharesifard AAML 72 221 0 29 Jun 2016
Robust Regression via Hard Thresholding Kush S. Bhatia Prateek Jain Purushottam Kar AAML OOD 52 157 0 08 Jun 2015
Secure State Estimation For Cyber Physical Systems Under Sensor Attacks: A Satisfiability Modulo Theory Approach Yasser Shoukry Pierluigi Nuzzo A. Puggelli Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Paulo Tabuada 62 261 0 14 Dec 2014
Fast and Robust Least Squares Estimation in Corrupted Linear Models Brian McWilliams Gabriel Krummenacher Mario Lucic J. M. Buhmann 62 51 0 12 Jun 2014
Secure estimation and control for cyber-physical systems under adversarial attacks Hamza Fawzi Paulo Tabuada Suhas Diggavi AAML 98 1,154 0 22 May 2012