Scalable Contrastive Causal Discovery under Unknown Soft Interventions

Mingxuan Zhang, Khushi Desai, Sopho Kevlishvili +1

Observational causal discovery is only identifiable up to the Markov equivalence class. While interventions can reduce this ambiguity, in practice interventions are often soft with…