139 citations · 168 across the 4 of their papers we have counts for
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stat.ML2020
Bayesian Algorithms for Decentralized Stochastic Bandits
Anusha Lalitha, Andrea Goldsmith
We study a decentralized cooperative multi-agent multi-armed bandit problem with arms and agents connected over a network. In our model, each arm's reward distribution is s…
stat.ML2019★ 25 cited
Decentralized Bayesian Learning over Graphs
Anusha Lalitha, Xinghan Wang, Osman Kilinc +3
We propose a decentralized learning algorithm over a general social network. The algorithm leaves the training data distributed on the mobile devices while utilizing a peer to peer…