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Stratis Skoulakis

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Maximum Independent Set: Self-Training through Dynamic Programming

Oct 28, 2023
Lorenzo Brusca, Lars C. P. M. Quaedvlieg, Stratis Skoulakis, Grigorios G Chrysos, Volkan Cevher

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Min-Max Optimization Made Simple: Approximating the Proximal Point Method via Contraction Maps

Jan 16, 2023
Volkan Cevher, Georgios Piliouras, Ryann Sim, Stratis Skoulakis

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Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

Nov 03, 2022
Ali Kavis, Stratis Skoulakis, Kimon Antonakopoulos, Leello Tadesse Dadi, Volkan Cevher

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

Oct 18, 2022
Constantinos Daskalakis, Noah Golowich, Stratis Skoulakis, Manolis Zampetakis

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Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games

Jul 18, 2022
Georgios Piliouras, Lillian Ratliff, Ryann Sim, Stratis Skoulakis

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

Dec 19, 2021
Georgios Piliouras, Ryann Sim, Stratis Skoulakis

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Online Learning in Periodic Zero-Sum Games

Nov 05, 2021
Tanner Fiez, Ryann Sim, Stratis Skoulakis, Georgios Piliouras, Lillian Ratliff

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Efficient Online Learning for Dynamic k-Clustering

Jun 08, 2021
Dimitris Fotakis, Georgios Piliouras, Stratis Skoulakis

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