2 papers
math.OC2024
Last-iterate convergence of modified predictive method via high-resolution differential equation on bilinear game
Keke Li, Xinmin Yang
This paper discusses the convergence of the modified predictive method (MPM) proposed by Liang and stokes corresponding to high-resolution differential equations (HRDE) in bilinear…
stat.ML2020
A method for escaping limit cycles in training GANs
Li Keke, Yang Xinmin
This paper mainly conducts further research to alleviate the issue of limit cycling behavior in training generative adversarial networks (GANs) through the proposed predictive cent…