Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees

Verónica Álvarez, Santiago Mazuelas, José Antonio Lozano. Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 486-499, PMLR, 2022. [doi]

@inproceedings{AlvarezML22,
  title = {Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees},
  author = {Verónica Álvarez and Santiago Mazuelas and José Antonio Lozano},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/alvarez22a.html},
  researchr = {https://researchr.org/publication/AlvarezML22},
  cites = {0},
  citedby = {0},
  pages = {486-499},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}