Empirical Inference

Necessary and sufficient conditions for causal feature selection in time series with latent common causes

2021

Conference Paper

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Author(s): Mastakouri, A. A. and Schölkopf, B. and Janzing, D.
Book Title: Proceedings of 38th International Conference on Machine Learning (ICML)
Volume: 139
Pages: 7502--7511
Year: 2021
Month: July

Series: Proceedings of Machine Learning Research
Editors: Meila, Marina and Zhang, Tong
Publisher: PMLR

Department(s): Empirical Inference
Research Project(s): Causal Inference
Bibtex Type: Conference Paper (conference)

Event Place: Virtual Conference

State: Published
URL: https://proceedings.mlr.press/v139/mastakouri21a.html

Links: arXiv

BibTex

@conference{MasSchJan21,
  title = {Necessary and sufficient conditions for causal feature selection in time series with latent common causes},
  author = {Mastakouri, A. A. and Sch{\"o}lkopf, B. and Janzing, D.},
  booktitle = {Proceedings of 38th International Conference on Machine Learning (ICML)},
  volume = {139},
  pages = {7502--7511},
  series = {Proceedings of Machine Learning Research},
  editors = {Meila, Marina and Zhang, Tong},
  publisher = {PMLR},
  month = jul,
  year = {2021},
  doi = {},
  url = {https://proceedings.mlr.press/v139/mastakouri21a.html},
  month_numeric = {7}
}