PCF-GAN: generating sequential data via the characteristic function of measures on the path space

Hang Lou, Siran Li, Hao Ni

Generating high-fidelity time series data using generative adversarial networks (GANs) remains a challenging task, as it is difficult to capture the temporal dependence of joint pr…