Modeling Uplift from Observational Time-Series in Continual Scenarios

Sanghyun Kim, Jungwon Choi, NamHee Kim, Jaesung Ryu, Juho Lee

Abstract: As the importance of causality in machine learning grows, we expect the model to learn the correct causal mechanism for robustness even under distribution shifts. Since most of the prior benchmarks...