39 citations · 108 across the 11 of their papers we have counts for
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cs.LG2026
Cordial Learning: Distributed Training with Correlated Data
Sarah Shitrit, Ilai Bistritz
We consider a distributed learning task with agents that have correlated data. Specifically, the label of an agent depends on the input of other agents for the same sample, and the…
cs.LG2023★ 1 cited
Equilibrium Bandits: Learning Optimal Equilibria of Unknown Dynamics
Siddharth Chandak, Ilai Bistritz, Nicholas Bambos
Consider a decision-maker that can pick one out of actions to control an unknown system, for turns. The actions are interpreted as different configurations or policies. Hol…
cs.LG2021★ 4 cited
No Weighted-Regret Learning in Adversarial Bandits with Delays
Ilai Bistritz, Zhengyuan Zhou, Xi Chen +2
Consider a scenario where a player chooses an action in each round out of rounds and observes the incurred cost after a delay of rounds. The cost functions and the…