15 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.DC2020★ 3 cited
Byzantine Fault-Tolerance in Decentralized Optimization under Minimal Redundancy
Nirupam Gupta, Thinh T. Doan, Nitin H. Vaidya
This paper considers the problem of Byzantine fault-tolerance in multi-agent decentralized optimization. In this problem, each agent has a local cost function. The goal of a decent…
cs.DC2019★ 5 cited
Randomized Reactive Redundancy for Byzantine Fault-Tolerance in Parallelized Learning
Nirupam Gupta, Nitin H. Vaidya
This report considers the problem of Byzantine fault-tolerance in synchronous parallelized learning that is founded on the parallelized stochastic gradient descent (parallelized-SG…
cs.LG2019★ 15 cited
Byzantine Fault Tolerant Distributed Linear Regression
Nirupam Gupta, Nitin H. Vaidya
This paper considers the problem of Byzantine fault tolerance in distributed linear regression in a multi-agent system. However, the proposed algorithms are given for a more genera…