Hierarchical Sampling for Active Learning

Dasgupta, Sanjoy; Hsu, Daniel J.

doi:10.1145/1390156.1390183

Hierarchical Sampling for Active Learning

Sanjoy Dasgupta, Daniel J. Hsu

ICML 2008 pp. 208-215

doi:10.1145/1390156.1390183 /icml/2008/dasgupta2008icml-hierarchical/

Abstract

We present an active learning scheme that exploits cluster structure in data.

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Cite

Text

Dasgupta and Hsu. "Hierarchical Sampling for Active Learning." International Conference on Machine Learning, 2008. doi:10.1145/1390156.1390183

Markdown

[Dasgupta and Hsu. "Hierarchical Sampling for Active Learning." International Conference on Machine Learning, 2008.](https://mlanthology.org/icml/2008/dasgupta2008icml-hierarchical/) doi:10.1145/1390156.1390183

BibTeX

@inproceedings{dasgupta2008icml-hierarchical,
  title     = {{Hierarchical Sampling for Active Learning}},
  author    = {Dasgupta, Sanjoy and Hsu, Daniel J.},
  booktitle = {International Conference on Machine Learning},
  year      = {2008},
  pages     = {208-215},
  doi       = {10.1145/1390156.1390183},
  url       = {https://mlanthology.org/icml/2008/dasgupta2008icml-hierarchical/}
}