Convergence of GANs Training: A Game and Stochastic Control Methodology

Othmane Mounjid, Xin Guo

Training generative adversarial networks (GANs) is known to be difficult, especially for financial time series. This paper first analyzes the well-posedness problem in GANs minimax…