Max Planck Institute for Intelligent Systems, Tübingen, Germany; Columbia University, USA
Julius von Kügelgen, Michel Besserve, Liang Wendong, Luigi Gresele, Armin Kekić, Elias Bareinboim, David Blei, Bernhard Schölkopf
Causal representation learning;identifiability;theory;nonparametric;interventions;multi-environment
Nonparametric Identifiability of Causal Representations from Unknown Interventions