Statistical analysis of Wasserstein GANs with applications to time series forecasting

Moritz Haas, Stefan Richter

We provide statistical theory for conditional and unconditional Wasserstein generative adversarial networks (WGANs) in the framework of dependent observations. We prove upper bound…