Observable Neural ODEs for Identifiable Causal Forecasting in Continuous Time
arXiv:2604.26070v1 Announce Type: new
Abstract: Causal inference in continuous-time sequential decision problems is challenged by hidden confounders. We show that, in latent state-space models with time-varying interventions, observability of the late…