Distribution estimation and change-point estimation for time series via DNN-based GANs

Jianya Lu, Yingjun Mo, Zhijie Xiao +2

The generative adversarial networks (GANs) have recently been applied to estimating the distribution of independent and identically distributed data, and have attracted a lot of re…