Cost-Sensitive Classification with Cost Uncertainty: Do We Need Surrogate Losses?

Komisarenko and Kull. "Cost-Sensitive Classification with Cost Uncertainty: Do We Need Surrogate Losses?." Machine Learning, 2025. doi:10.1007/S10994-024-06634-8

[Komisarenko and Kull. "Cost-Sensitive Classification with Cost Uncertainty: Do We Need Surrogate Losses?." Machine Learning, 2025.](https://mlanthology.org/mlj/2025/komisarenko2025mlj-costsensitive/) doi:10.1007/S10994-024-06634-8

@article{komisarenko2025mlj-costsensitive,
  title     = {{Cost-Sensitive Classification with Cost Uncertainty: Do We Need Surrogate Losses?}},
  author    = {Komisarenko, Viacheslav and Kull, Meelis},
  journal   = {Machine Learning},
  year      = {2025},
  pages     = {132},
  doi       = {10.1007/S10994-024-06634-8},
  volume    = {114},
  url       = {https://mlanthology.org/mlj/2025/komisarenko2025mlj-costsensitive/}
}