On Learning Causal Structures from Non-Experimental Data without Any Faithfulness Assumption

Hanti Lin, Jiji Zhang. On Learning Causal Structures from Non-Experimental Data without Any Faithfulness Assumption. In Aryeh Kontorovich, Gergely Neu, editors, Algorithmic Learning Theory, ALT 2020, 8-11 February 2020, San Diego, CA, USA. Volume 117 of Proceedings of Machine Learning Research, pages 554-582, PMLR, 2020. [doi]

@inproceedings{LinZ20-14,
  title = {On Learning Causal Structures from Non-Experimental Data without Any Faithfulness Assumption},
  author = {Hanti Lin and Jiji Zhang},
  year = {2020},
  url = {http://proceedings.mlr.press/v117/lin20a.html},
  researchr = {https://researchr.org/publication/LinZ20-14},
  cites = {0},
  citedby = {0},
  pages = {554-582},
  booktitle = {Algorithmic Learning Theory, ALT 2020, 8-11 February 2020, San Diego, CA, USA},
  editor = {Aryeh Kontorovich and Gergely Neu},
  volume = {117},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}