Transferable Time-Series Forecasting under Causal Conditional Shift

1 code implementation • 5 Nov 2021 • Zijian Li, Ruichu Cai, Tom Z. J Fu, Zhifeng Hao, Kun Zhang

In order to address these challenges, we analyze variational conditional dependencies in time-series data and find that the causal structures are usually stable among domains, and further raise the causal conditional shift assumption.

Domain Adaptation Semi-supervised Domain Adaptation +2