15 citations · 47 across the 10 of their papers we have counts for
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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…