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Stratis Skoulakis

Efficient Continual Finite-Sum Minimization

Jun 07, 2024
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Imitation Learning in Discounted Linear MDPs without exploration assumptions

May 03, 2024
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Maximum Independent Set: Self-Training through Dynamic Programming

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Oct 28, 2023
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Min-Max Optimization Made Simple: Approximating the Proximal Point Method via Contraction Maps

Jan 16, 2023
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Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

Nov 03, 2022
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STay-ON-the-Ridge: Guaranteed Convergence to Local Minimax Equilibrium in Nonconvex-Nonconcave Games

Oct 18, 2022
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Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games

Jul 18, 2022
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Optimal No-Regret Learning in General Games: Bounded Regret with Unbounded Step-Sizes via Clairvoyant MWU

Dec 19, 2021
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Online Learning in Periodic Zero-Sum Games

Nov 05, 2021
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Efficient Online Learning for Dynamic k-Clustering

Jun 08, 2021
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