40 citations · 82 across the 13 of their papers we have counts for
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math.OC2021★ 17 cited
Robust Distributed Optimization With Randomly Corrupted Gradients
Berkay Turan, Cesar A. Uribe, Hoi-To Wai +1
In this paper, we propose a first-order distributed optimization algorithm that is provably robust to Byzantine failures-arbitrary and potentially adversarial behavior, where all t…
cs.LG2021★ 1 cited
Feature and Parameter Selection in Stochastic Linear Bandits
Ahmadreza Moradipari, Berkay Turan, Yasin Abbasi-Yadkori +2
We study two model selection settings in stochastic linear bandits (LB). In the first setting, which we refer to as feature selection, the expected reward of the LB problem is in t…