4 citations · 9 across the 12 of their papers we have counts for
3 papers · 1 filter
Federated Best Arm Identification with Heterogeneous Clients
Zhirui Chen, P. N. Karthik, Vincent Y. F. Tan +1
We study best arm identification in a federated multi-armed bandit setting with a central server and multiple clients, when each client has access to a {\em subset} of arms and eac…
Almost Cost-Free Communication in Federated Best Arm Identification
Kota Srinivas Reddy, P. N. Karthik, Vincent Y. F. Tan
We study the problem of best arm identification in a federated learning multi-armed bandit setup with a central server and multiple clients. Each client is associated with a multi-…
Best Arm Identification in Restless Markov Multi-Armed Bandits
P. N. Karthik, Kota Srinivas Reddy, Vincent Y. F. Tan
We study the problem of identifying the best arm in a multi-armed bandit environment when each arm is a time-homogeneous and ergodic discrete-time Markov process on a common, finit…