DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation

no code implementations • ACM International Conference on Information & Knowledge Management 2020 • Hailin Hu, Mingjian Tang, Chengcheng Bai

In this work, we have developed, DATSING, a transfer learning-based framework that effectively leverages cross-domain time series latent representations to augment target domain forecasting.

Domain Adaptation Time Series +2