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Empirical Inference Conference Paper 2023

Nonparametric Identifiability of Causal Representations from Unknown Interventions

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Empirical Inference
Julius von Kügelgen
  • Doctoral Researcher
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Empirical Inference
Michel Besserve
  • Research Group Leader
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Empirical Inference
Wendong Liang
  • Doctoral Researcher
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Empirical Inference
Luigi Gresele
  • Doctoral Researcher
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Empirical Inference
Armin Kekic
  • Doctoral Researcher
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Empirical Inference
Bernhard Schölkopf
  • Director

Author(s): von Kügelgen, J. and Besserve, M. and Liang, W. and Gresele, L. and Kekić, A. and Bareinboim, E. and Blei, D. and Schölkopf, B.
Book Title: Advances in Neural Information Processing Systems 36 (NeurIPS 2023)
Volume: 36
Pages: 48603--48638
Year: 2023
Month: December
Editors: A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine
Publisher: Curran Associates, Inc.
Bibtex Type: Conference Paper (conference)
Event Name: 37th Annual Conference on Neural Information Processing Systems
Event Place: New Orleans, USA
State: Published
URL: https://proceedings.neurips.cc/paper_files/paper/2023/file/97fe251c25b6f99a2a23b330a75b11d4-Paper-Conference.pdf
Electronic Archiving: grant_archive
Supplement: https://papers.nips.cc/paper_files/paper/2023/file/97fe251c25b6f99a2a23b330a75b11d4-Supplemental-Conference.pdf

BibTex 

@conference{Kugelgenetal23,
  title = {Nonparametric Identifiability of Causal Representations from Unknown Interventions},
  booktitle = {Advances in Neural Information Processing Systems 36 (NeurIPS 2023)},
  volume = {36},
  pages = {48603--48638},
  editors = {A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2023},
  slug = {kugelgenetal23},
  author = {von K{\"u}gelgen, J. and Besserve, M. and Liang, W. and Gresele, L. and Keki{\'c}, A. and Bareinboim, E. and Blei, D. and Sch{\"o}lkopf, B.},
  url = {https://proceedings.neurips.cc/paper_files/paper/2023/file/97fe251c25b6f99a2a23b330a75b11d4-Paper-Conference.pdf},
  month_numeric = {12}
}