16 citations · 36 across the 16 of their papers we have counts for
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cs.LG2020★ 4 cited
Corralling Stochastic Bandit Algorithms
Raman Arora, Teodor V. Marinov, Mehryar Mohri
We study the problem of corralling stochastic bandit algorithms, that is combining multiple bandit algorithms designed for a stochastic environment, with the goal of devising a cor…
cs.LG2020★ 2 cited
Private Stochastic Convex Optimization: Efficient Algorithms for Non-smooth Objectives
Raman Arora, Teodor V. Marinov, Enayat Ullah
In this paper, we revisit the problem of private stochastic convex optimization. We propose an algorithm based on noisy mirror descent, which achieves optimal rates both in terms o…