Exponential savings in agnostic active learning through abstention

Nikita Puchkin, Nikita Zhivotovskiy. Exponential savings in agnostic active learning through abstention. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 3806-3832, PMLR, 2021. [doi]

@inproceedings{PuchkinZ21,
  title = {Exponential savings in agnostic active learning through abstention},
  author = {Nikita Puchkin and Nikita Zhivotovskiy},
  year = {2021},
  url = {http://proceedings.mlr.press/v134/puchkin21a.html},
  researchr = {https://researchr.org/publication/PuchkinZ21},
  cites = {0},
  citedby = {0},
  pages = {3806-3832},
  booktitle = {Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA},
  editor = {Mikhail Belkin and Samory Kpotufe},
  volume = {134},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}