3 citations · 3 across the 1 of their papers we have counts for
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Preferences Evolve And So Should Your Bandits: Bandits with Evolving States for Online Platforms
Khashayar Khosravi, Renato Paes Leme, Chara Podimata +1
We propose a model for learning with bandit feedback while accounting for deterministically evolving and unobservable states that we call Bandits with Deterministically Evolving St…
Batched Neural Bandits
Quanquan Gu, Amin Karbasi, Khashayar Khosravi +2
In many sequential decision-making problems, the individuals are split into several batches and the decision-maker is only allowed to change her policy at the end of batches. These…
Non-Parametric Inference Adaptive to Intrinsic Dimension
Khashayar Khosravi, Greg Lewis, Vasilis Syrgkanis
We consider non-parametric estimation and inference of conditional moment models in high dimensions. We show that even when the dimension of the conditioning variable is larger…