74 citations · 171 across the 8 of their papers we have counts for
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cs.LG2021
Nonstochastic Bandits with Infinitely Many Experts
X. Flora Meng, Tuhin Sarkar, Munther A. Dahleh
We study the problem of nonstochastic bandits with expert advice, extending the setting from finitely many experts to any countably infinite set: A learner aims to maximize the tot…
cs.LG2020★ 24 cited
Learning nonlinear dynamical systems from a single trajectory
Dylan J. Foster, Alexander Rakhlin, Tuhin Sarkar
We introduce algorithms for learning nonlinear dynamical systems of the form , where is a weight matrix, is a nonlinear link…