Nitin H. Vaidya

Byzantine Fault-Tolerance in Federated Local SGD under 2f-Redundancy

2021 · arXiv (Cornell University)

We consider the problem of Byzantine fault-tolerance in federated machine learning. In this problem, the system comprises multiple agents each with local data, and a trusted centralized coordinator. In fault-free setting, the agents collaborate with …