Coarse-to-Fine Learning of Dynamic Causal Structures

Dezhi Yang, Qiaoyu Tan, Carlotta Domeniconi +3

Learning the dynamic causal structure of time series is a challenging problem. Most existing approaches rely on distributional or structural invariance to uncover underlying causal…