45 citations · 113 across the 7 of their papers we have counts for
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cs.LG2023
Federated Online and Bandit Convex Optimization
Kumar Kshitij Patel, Lingxiao Wang, Aadirupa Saha +1
We study the problems of distributed online and bandit convex optimization against an adaptive adversary. We aim to minimize the average regret on machines working in parallel…
cs.LG2023
On the Effect of Defections in Federated Learning and How to Prevent Them
Minbiao Han, Kumar Kshitij Patel, Han Shao +1
Federated learning is a machine learning protocol that enables a large population of agents to collaborate over multiple rounds to produce a single consensus model. There are sever…