Causal Discovery from Temporal Data: An Overview and New Perspectives

no code implementations • 17 Mar 2023 • Chang Gong, Di Yao, Chuzhe Zhang, Wenbin Li, Jingping Bi

Existing causal discovery works can be divided into two highly correlated categories according to whether the temporal data is calibrated, ie, multivariate time series causal discovery, and event sequence causal discovery.

Causal Discovery Time Series