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

Michel Besserve, Naji Shajarisales, Dominik Janzing, Bernhard Schölkopf. Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations. In Bernhard Schölkopf, Caroline Uhler, Kun Zhang 0001, editors, 1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia Conference Center, Eureka, CA, USA, 11-13 April, 2022. Volume 177 of Proceedings of Machine Learning Research, pages 110-143, PMLR, 2022. [doi]

@inproceedings{BesserveSJS22,
  title = {Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations},
  author = {Michel Besserve and Naji Shajarisales and Dominik Janzing and Bernhard Schölkopf},
  year = {2022},
  url = {https://proceedings.mlr.press/v177/besserve22a.html},
  researchr = {https://researchr.org/publication/BesserveSJS22},
  cites = {0},
  citedby = {0},
  pages = {110-143},
  booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia Conference Center, Eureka, CA, USA, 11-13 April, 2022},
  editor = {Bernhard Schölkopf and Caroline Uhler and Kun Zhang 0001},
  volume = {177},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}