Causality for Machine Learning

Bernhard Schölkopf. Causality for Machine Learning. In Hector Geffner, Rina Dechter, Joseph Y. Halpern, editors, Probabilistic and Causal Inference: The Works of Judea Pearl. Volume 36 of ACM Books, pages 765-804, ACM, 2022. [doi]

@incollection{Scholkopf22,
  title = {Causality for Machine Learning},
  author = {Bernhard Schölkopf},
  year = {2022},
  doi = {10.1145/3501714.3501755},
  url = {https://doi.org/10.1145/3501714.3501755},
  researchr = {https://researchr.org/publication/Scholkopf22},
  cites = {0},
  citedby = {0},
  pages = {765-804},
  booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
  editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern},
  volume = {36},
  series = {ACM Books},
  publisher = {ACM},
  isbn = {978-1-4503-9586-1},
}