Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs

AmirEmad Ghassami, Alan Yang, Negar Kiyavash, Kun Zhang. Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 3494-3504, PMLR, 2020. [doi]

@inproceedings{GhassamiYKZ20,
  title = {Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs},
  author = {AmirEmad Ghassami and Alan Yang and Negar Kiyavash and Kun Zhang},
  year = {2020},
  url = {http://proceedings.mlr.press/v119/ghassami20a.html},
  researchr = {https://researchr.org/publication/GhassamiYKZ20},
  cites = {0},
  citedby = {0},
  pages = {3494-3504},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event},
  volume = {119},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}