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Picture for Ernest K. Ryu

WGAN with an Infinitely Wide Generator Has No Spurious Stationary Points


Feb 15, 2021
Albert No, Taeho Yoon, Se-Hyeon Kwon, Ernest K. Ryu


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ODE Analysis of Stochastic Gradient Methods with Optimism and Anchoring for Minimax Problems and GANs


Jun 06, 2019
Ernest K. Ryu, Kun Yuan, Wotao Yin


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Plug-and-Play Methods Provably Converge with Properly Trained Denoisers


May 14, 2019
Ernest K. Ryu, Jialin Liu, Sicheng Wang, Xiaohan Chen, Zhangyang Wang, Wotao Yin

* Published in the International Conference on Machine Learning, 2019 

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