Junchi Yang | DeepAI

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Featured Co-authors

Aurelien Lucchi
50 publications
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Antonio Orvieto
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Cristóbal Guzmán
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Siqi Zhang
10 publications

research

∙ 12/10/2021

Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity

Gradient descent ascent (GDA), the simplest single-loop algorithm for no...

0 Junchi Yang, et al. ∙

research

∙ 03/29/2021

The Complexity of Nonconvex-Strongly-Concave Minimax Optimization

This paper studies the complexity for finding approximate stationary poi...

0 Siqi Zhang, et al. ∙

research

∙ 02/22/2020

Global Convergence and Variance-Reduced Optimization for a Class of Nonconvex-Nonconcave Minimax Problems

Nonconvex minimax problems appear frequently in emerging machine learnin...

0 Junchi Yang, et al. ∙