LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data

Jiajun Zhang, Boyang Qiang, Xiaoyu Guo +3

Discovering the underlying Directed Acyclic Graph (DAG) from time series observational data is highly challenging due to the dynamic nature and complex nonlinear interactions betwe…