@inproceedings{BonMazPerLiu:26,
  title={Minimax Generalized Cross-Entropy},
  author={Bondugula, Kartheek and Mazuelas, Santiago and P{\'e}rez, Aritz and Liu, Anqi},
  booktitle={Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS)},
  year={2026}
}

@inproceedings{BonMazPer:25,
  title={Efficient Large-Scale Learning of Minimax Risk Classifiers},
  author={Bondugula, Kartheek and Mazuelas, Santiago and P{\'e}rez, Aritz},
  booktitle={IEEE International Conference on Data Mining (ICDM)},
  year={2025}
}

@article{MazRomGrun:23,
  title={Minimax Risk Classifiers with 0-1 Loss},
  author={Mazuelas, Santiago and Romero, Mauricio and Grunwald, Peter},
  journal={Journal of Machine Learning Research},
  volume={24},
  number={208},
  pages={1--48},
  year={2023}
}

@inproceedings{BonMazPer:23,
  title={Efficient Learning of Minimax Risk Classifiers in High Dimensions},
  author={Bondugula, Kartheek and Mazuelas, Santiago and P{\'e}rez, Aritz},
  booktitle={The 39th Conference on Uncertainty in Artificial Intelligence (UAI)},
  pages={206--215},
  year={2023}
}

@inproceedings{SegMazLiu:23,
  title={Double-Weighting for Covariate Shift Adaptation},
  author={Segovia-Mart{\'i}n, Jos{\'e} I. and Mazuelas, Santiago and Liu, Anqi},
  booktitle={Proceedings of the 40th International Conference on Machine Learning (ICML)},
  pages={30439--30457},
  year={2023}
}

@article{MazShePer:22,
  title={Generalized Maximum Entropy for Supervised Classification},
  author={Santiago Mazuelas and Yuan Shen and Aritz P\'{e}rez},
  journal={IEEE Transactions on Information Theory},
  volume={68},
  number={4},
  pages={2530-2550},
  year={2022}
}

@inproceedings{AlvMazLoz:22,
  title={Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees},
  author={{\'A}lvarez, Ver{\'o}nica and Mazuelas, Santiago and Lozano, Jos{\'e} A.},
  booktitle={Proceedings of the 39th International Conference on Machine Learning (ICML)},
  pages={486--499},
  year={2022}
}

@article{bondugula2021mrcpy,
  title={MRCpy: A Library for Minimax Risk Classifiers},
  author={Bondugula, Kartheek and {\'A}lvarez, Ver{\'o}nica and Segovia-Mart{\'i}n, Jos{\'e} I. and P{\'e}rez, Aritz and Mazuelas, Santiago},
  journal={arXiv preprint arXiv:2108.01952},
  year={2021}
}

@article{mazuelas2020minimax,
  title={Minimax Classification with 0-1 Loss and Performance Guarantees},
  author={Mazuelas, Santiago and Zanoni, Andrea and P{\'e}rez, Aritz},
  journal={Advances in Neural Information Processing Systems},
  volume={33},
  pages={302--312},
  year={2020}
}