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]

@inproceedings{KugelgenBLGKBBS23,
  title = {Nonparametric Identifiability of Causal Representations from Unknown Interventions},
  author = {Julius von Kügelgen and Michel Besserve and Wendong Liang and Luigi Gresele and Armin Kekic and Elias Bareinboim and David M. Blei and Bernhard Schölkopf},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/97fe251c25b6f99a2a23b330a75b11d4-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/KugelgenBLGKBBS23},
  cites = {0},
  citedby = {0},
  booktitle = {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},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}