88 citations · 171 across the 39 of their papers we have counts for
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stat.ML2018★ 2 cited
Decision Variance in Online Learning
Sattar Vakili, Alexis Boukouvalas, Qing Zhao
Online learning has traditionally focused on the expected rewards. In this paper, a risk-averse online learning problem under the performance measure of the mean-variance of the re…
cs.LG2018★ 1 cited
Multi-Armed Bandits on Partially Revealed Unit Interval Graphs
Xiao Xu, Sattar Vakili, Qing Zhao +1
A stochastic multi-armed bandit problem with side information on the similarity and dissimilarity across different arms is considered. The action space of the problem can be repres…