Nonparametric Identifiability of Causal Representations from Unknown Interventions

Julius von Kügelgen, Michel Besserve, Wendong Liang, Luigi Gresele, Armin Kekic, Elias Bareinboim, David M. Blei, Bernhard Schölkopf. Nonparametric Identifiability of Causal Representations from Unknown Interventions. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Julius von Kügelgen

This author has not been identified. Look up 'Julius von Kügelgen' in Google

Michel Besserve

This author has not been identified. Look up 'Michel Besserve' in Google

Wendong Liang

This author has not been identified. Look up 'Wendong Liang' in Google

Luigi Gresele

This author has not been identified. Look up 'Luigi Gresele' in Google

Armin Kekic

This author has not been identified. Look up 'Armin Kekic' in Google

Elias Bareinboim

This author has not been identified. Look up 'Elias Bareinboim' in Google

David M. Blei

This author has not been identified. Look up 'David M. Blei' in Google

Bernhard Schölkopf

This author has not been identified. Look up 'Bernhard Schölkopf' in Google