Synergizing Deconfounding and Temporal Generalization For Time-series Counterfactual Outcome Estimation

Yiling Liu, Juncheng Dong, Chen Fu +4

Estimating counterfactual outcomes from time-series observations is crucial for effective decision-making, e.g. when to administer a life-saving treatment, yet remains significantl…