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Empirical Inference Conference Paper 2022

Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations

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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

Author(s): Besserve, M. and Shajarisales, N. and Janzing, D. and Schölkopf, B.
Book Title: Proceedings of the First Conference on Causal Learning and Reasoning
Volume: 177
Pages: 110--143
Year: 2022
Month: April
Series: Proceedings of Machine Learning Research
Editors: Sch{\"o}lkopf, Bernhard and Uhler, Caroline and Zhang, Kun
Publisher: PMLR
Bibtex Type: Conference Paper (conference)
Event Name: 1st Conference on Causal Learning and Reasoning (CLeaR 2022)
Event Place: Eureka, CA
State: Published
URL: https://proceedings.mlr.press/v177/besserve22a/besserve22a.pdf
Electronic Archiving: grant_archive
Attachments:

BibTex 

@conference{BesShaJanSch22,
  title = {Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations},
  booktitle = {Proceedings of the First Conference on Causal Learning and Reasoning},
  volume = {177},
  pages = {110--143},
  series = {Proceedings of Machine Learning Research},
  editors = {Sch{\"o}lkopf, Bernhard and Uhler, Caroline and Zhang, Kun},
  publisher = {PMLR},
  month = apr,
  year = {2022},
  slug = {besshajansch22},
  author = {Besserve, M. and Shajarisales, N. and Janzing, D. and Sch{\"o}lkopf, B.},
  url = {https://proceedings.mlr.press/v177/besserve22a/besserve22a.pdf},
  month_numeric = {4}
}