Learning Granger Causality under Latent Confounding via Intervention-Induced Heterogeneity.

arXiv:2510.19138v2 Announce Type: replace-cross Abstract: Granger causality characterizes directed predictive dependencies in multivariate time series, but recovering such dependencies becomes challenging in the presence of latent confounding. Cross-environmen