cs.LG, math.ST, stat.ML, stat.TH

Partially Functional Dynamic Backdoor Diffusion-based Causal Model

arXiv:2509.00472v3 Announce Type: replace
Abstract: Causal inference in spatio-temporal settings is critically hindered by unmeasured confounders with complex spatio-temporal dynamics and the prevalence of multi-resolution data. While diffusion models…