Invariant Random Forest: Tree-Based Model Solution for OOD Generalization

Yufan Liao, Qi Wu, Xing Yan. Invariant Random Forest: Tree-Based Model Solution for OOD Generalization. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 13772-13781, AAAI Press, 2024. [doi]

@inproceedings{LiaoWY24,
  title = {Invariant Random Forest: Tree-Based Model Solution for OOD Generalization},
  author = {Yufan Liao and Qi Wu and Xing Yan},
  year = {2024},
  doi = {10.1609/aaai.v38i12.29283},
  url = {https://doi.org/10.1609/aaai.v38i12.29283},
  researchr = {https://researchr.org/publication/LiaoWY24},
  cites = {0},
  citedby = {0},
  pages = {13772-13781},
  booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}