On the Relationship between Data Efficiency and Error for Uncertainty Sampling

Stephen Mussmann, Percy Liang. On the Relationship between Data Efficiency and Error for Uncertainty Sampling. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 3671-3679, JMLR.org, 2018. [doi]

@inproceedings{MussmannL18-0,
  title = {On the Relationship between Data Efficiency and Error for Uncertainty Sampling},
  author = {Stephen Mussmann and Percy Liang},
  year = {2018},
  url = {http://proceedings.mlr.press/v80/mussmann18a.html},
  researchr = {https://researchr.org/publication/MussmannL18-0},
  cites = {0},
  citedby = {0},
  pages = {3671-3679},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018},
  editor = {Jennifer G. Dy and Andreas Krause 0001},
  volume = {80},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}