activity
20162023
most citedPeer-to-peer Federated Learning on Graphs

139 citations · 168 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023

Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances

Anusha Lalitha, Kousha Kalantari, Yifei Ma +2

We study the problem of best-arm identification (BAI) in the fixed-budget setting with heterogeneous reward variances. We propose two variance-adaptive BAI algorithms for this sett…

cs.LG2019★ 139 cited

Peer-to-peer Federated Learning on Graphs

Anusha Lalitha, Osman Cihan Kilinc, Tara Javidi +1

We consider the problem of training a machine learning model over a network of nodes in a fully decentralized framework. The nodes take a Bayesian-like approach via the introductio…