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cs.DC2022
To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints?
Yu-Zhen Janice Chen, Daniel S. Menasche, Don Towsley
We study how the amount of correlation between observations collected by distinct sensors/learners affects data collection and collaboration strategies by analyzing Fisher informat…
cs.LG2022
Distributed Bandits with Heterogeneous Agents
Lin Yang, Yu-zhen Janice Chen, Mohammad Hajiesmaili +2
This paper tackles a multi-agent bandit setting where agents cooperate together to solve the same instance of a -armed stochastic bandit problem. The agents are \textit{hete…