Yuepeng Yang

activity

20222026

most citedOptimal tuning-free convex relaxation for noisy matrix completion

5 citations · 7 across the 8 of their papers we have counts for

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2 papers · 1 filter

cs.LG2022★ 1 cited

$O (T^{- 1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games

Yuepeng Yang, Cong Ma

We prove that optimistic-follow-the-regularized-leader (OFTRL), together with smooth value updates, finds an $O (T^{- 1})$ -approximate Nash equilibrium in $T$ iterations for two-play…

math.ST2022★ 5 cited

Optimal tuning-free convex relaxation for noisy matrix completion

Yuepeng Yang, Cong Ma

This paper is concerned with noisy matrix completion--the problem of recovering a low-rank matrix from partial and noisy entries. Under uniform sampling and incoherence assumptions…

O(T−1) Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games

Optimal tuning-free convex relaxation for noisy matrix completion

$O (T^{- 1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games