GRACE: Gated Refinement for Accurate Causal Edge Discovery in High-Dimensional Time Series

Mohammad Fesanghary, Abhinav Havaldar

From climate teleconnections to gene regulation, modern time-series datasets encompass tens or hundreds of interacting variables, making causal discovery increasingly challenging.…