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In this paper we study the smooth convex-concave saddle point problem.
Aryan Mokhtari, Asuman Ozdaglar, and Sarath Pattathil · 1901
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Training GANs with Centripetal Acceleration
Wei Peng, Yuhong Dai, Hui Zhang, and Lizhi Cheng · 1902
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Reducing Noise in GAN Training with Variance Reduced Extragradient
Tatjana Chavdarova, Gauthier Gidel, François Fleuret, and Simon Lacoste-Julien · 1904
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Prateek Jain, Dheeraj Nagaraj, and Praneeth Netrapalli · 1904
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Last-iterate convergence rates for min-max optimization
Jacob Abernethy, Kevin A. Lai, and Andre Wibisono · 1906
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A Tight and Unified Analysis of Extragradient for a Whole Spectrum of Differentiable Games
Waïss Azizian, Ioannis Mitliagkas, Simon Lacoste-Julien, and Gauthier Gidel · 1906
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Linear Lower Bounds and Conditioning of Differentiable Games
Adam Ibrahim, Waïss Azizian, Gauthier Gidel, and Ioannis Mitliagkas · 1906
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Aryan Mokhtari, Asuman Ozdaglar, and Sarath Pattathil · 1906
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Finite Regret and Cycles with Fixed Step-Size via Alternating Gradient Descent-Ascent
James P. Bailey, Gauthier Gidel, and Georgios Piliouras · 1907
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Yu-Guan Hsieh, Franck Iutzeler, Jérome Malick, and Panayotis Mertikopoulos · 1908
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On Lower Iteration Complexity Bounds for the Saddle Point Problems
Junyu Zhang, Mingyi Hong, and Shuzhong Zhang · 1912
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Nonlinear monotone operators and convex sets in Banach spaces
Felix E. Browder · 1965
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On some non-linear elliptic differential-functional equations
Philip Hartman and Guido Stampacchia · 1966
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Variational inequalities
J. L. Lions and G. Stampacchia · 1967
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Méthodes d’approximation et di’itération pour les opérateurs monotones
Haïm Brezis and Moïse Sibony · 1968
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Brève communication. Régularisation d’inéquations variationnelles par approximations successives
B. Martinet · 1970
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Méthodes itératives pour les équations et inéquations aux dérivés partielles nonlinéares de type monotone
Moïse Sibony · 1970
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The extragradient method for finding saddle points and other problems
GM Korpelevich · 1976
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Monotone Operators and the Proximal Point Algorithm*
R. Tyrrell Rockafellar · 1976
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Leonid Denisovich Popov · 1980
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Gerhard Opfer and Glenn Schober · 1984
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A.S Nemirovsky · 1992
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Waïss Azizian, Damien Scieur, Ioannis Mitliagkas, Simon Lacoste-Julien, and Gauthier Gidel · 2020
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