Time Series Domain Adaptation via Latent Invariant Causal Mechanism

Ruichu Cai, Junxian Huang, Zhenhui Yang +4

Time series domain adaptation aims to transfer the complex temporal dependence from the labeled source domain to the unlabeled target domain. Recent advances leverage the stable ca…