How to address monotonicity for model risk management?

Dangxing Chen, Weicheng Ye. How to address monotonicity for model risk management?. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 5282-5295, PMLR, 2023. [doi]

@inproceedings{ChenY23-19,
  title = {How to address monotonicity for model risk management?},
  author = {Dangxing Chen and Weicheng Ye},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/chen23al.html},
  researchr = {https://researchr.org/publication/ChenY23-19},
  cites = {0},
  citedby = {0},
  pages = {5282-5295},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}