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Empirical Inference Conference Paper 2018

Group invariance principles for causal generative models

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Empirical Inference
Michel Besserve
Senior Research Scientist
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Empirical Inference
Naji Shajari
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Empirical Inference
Bernhard Schölkopf
  • Director
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Empirical Inference
Dominik Janzing
  • Research Scientist

Author(s): Besserve, M. and Shajarisales, N. and Schölkopf, B. and Janzing, D.
Book Title: Proceedings of the 21st International Conference on Artificial Intelligence and Statistics (AISTATS)
Volume: 84
Pages: 557--565
Year: 2018
Month: April
Series: Proceedings of Machine Learning Research
Editors: Amos Storkey and Fernando Perez-Cruz
Publisher: PMLR
Project(s):
Bibtex Type: Conference Paper (conference)
Event Place: Lanzarote, Canary Islands
State: Published
URL: http://proceedings.mlr.press/v84/besserve18a.html
Electronic Archiving: grant_archive

BibTex 

@conference{BesShaSchJan18,
  title = {Group invariance principles for causal generative models},
  booktitle = {Proceedings of the 21st International Conference on Artificial Intelligence and Statistics (AISTATS)},
  volume = {84},
  pages = {557--565},
  series = {Proceedings of Machine Learning Research},
  editors = {Amos Storkey and Fernando Perez-Cruz},
  publisher = {PMLR},
  month = apr,
  year = {2018},
  slug = {besshaschjan},
  author = {Besserve, M. and Shajarisales, N. and Sch{\"o}lkopf, B. and Janzing, D.},
  url = {http://proceedings.mlr.press/v84/besserve18a.html},
  month_numeric = {4}
}