Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization

Yongqiang Chen 0002, Kaiwen Zhou, Yatao Bian, Binghui Xie, Bingzhe Wu, Yonggang Zhang, Kaili Ma 0001, Han Yang 0002, Peilin Zhao, Bo Han 0003, James Cheng. Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

@inproceedings{0002ZBXWZ00Z0C23,
  title = {Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization},
  author = {Yongqiang Chen 0002 and Kaiwen Zhou and Yatao Bian and Binghui Xie and Bingzhe Wu and Yonggang Zhang and Kaili Ma 0001 and Han Yang 0002 and Peilin Zhao and Bo Han 0003 and James Cheng},
  year = {2023},
  url = {https://openreview.net/pdf?id=esFxSb_0pSL},
  researchr = {https://researchr.org/publication/0002ZBXWZ00Z0C23},
  cites = {0},
  citedby = {0},
  booktitle = {The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher = {OpenReview.net},
}