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07/09/2020
Higher-order methods for convex-concave min-max optimization and monotone variational inequalities
We provide improved convergence rates for constrained convex-concave min...
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11/19/2019
Fictitious Play: Convergence, Smoothness, and Optimism
We consider the dynamics of two-player zero-sum games, with the goal of ...
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06/05/2019
Last-iterate convergence rates for min-max optimization
We study the problem of finding min-max solutions for smooth two-input o...
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05/17/2018
Faster Rates for Convex-Concave Games
We consider the use of no-regret algorithms to compute equilibria for pa...
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03/16/2018
Differential Privacy for Growing Databases
We study the design of differentially private algorithms for adaptive an...
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04/24/2016