Decision-Aware Conditional GANs for Time Series Data

He Sun, Zhun Deng, Hui Chen +1

We introduce the decision-aware time-series conditional generative adversarial network (DAT-CGAN) as a method for time-series generation. The framework adopts a multi-Wasserstein l…