17 citations · 79 across the 21 of their papers we have counts for
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stat.ML2019
Safe Linear Stochastic Bandits
Kia Khezeli, Eilyan Bitar
We introduce the safe linear stochastic bandit framework---a generalization of linear stochastic bandits---where, in each stage, the learner is required to select an arm with an ex…
cs.GT2019★ 1 cited
Transparency and Control in Platforms for Networked Markets
John Pang, Weixuan Lin, Hu Fu +3
In this paper, we analyze the worst case efficiency loss of online platform designs under a networked Cournot competition model. Inspired by some of the largest platforms in operat…