Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models

Biwei Huang, Kun Zhang 0001, Mingming Gong, Clark Glymour. Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 2901-2910, PMLR, 2019. [doi]

@inproceedings{Huang0GG19,
  title = {Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models},
  author = {Biwei Huang and Kun Zhang 0001 and Mingming Gong and Clark Glymour},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/huang19g.html},
  researchr = {https://researchr.org/publication/Huang0GG19},
  cites = {0},
  citedby = {0},
  pages = {2901-2910},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}