Federated Causal Discovery Across Heterogeneous Datasets under Latent Confounding

Maximilian Hahn, Alina Zajak, Dominik Heider +1

Causal discovery across multiple datasets is often constrained by data privacy regulations and cross-site heterogeneity, limiting the use of conventional methods that require a sin…