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20172021
most citedNear-Optimal Offline Reinforcement Learning via Double Variance Reduction

18 citations · 56 across the 7 of their papers we have counts for

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2 papers · 1 filter

math.OC2019★ 1 cited

Proximal algorithms for constrained composite optimization, with applications to solving low-rank SDPs

Yu Bai, John Duchi, Song Mei

We study a family of (potentially non-convex) constrained optimization problems with convex composite structure. Through a novel analysis of non-smooth geometry, we show that proxi…

math.OC2018

Analysis of Sequential Quadratic Programming through the Lens of Riemannian Optimization

Yu Bai, Song Mei

We prove that a "first-order" Sequential Quadratic Programming (SQP) algorithm for equality constrained optimization has local linear convergence with rate , where $κ_…