Active Learning Literature Survey

2009 techreport settles2009activelearning ○ Not yet verified

Authors

Burr Settles

Venue

University of Wisconsin-Madison, Computer Sciences Technical Report 1648

Abstract

Canonical survey of active learning covering uncertainty sampling, query-by-committee, expected error reduction, variance reduction, and density-weighted methods. Establishes foundational taxonomy for the field.

BibTeX

Local Entry

@techreport{settles2009activelearning,
  title = {Active Learning Literature Survey},
  author = {Burr Settles},
  year = {2009},
  howpublished = {University of Wisconsin-Madison, Computer Sciences Technical Report 1648},
  url = {https://burrsettles.com/pub/settles.activelearning.pdf},
  abstract = {Canonical survey of active learning covering uncertainty sampling, query-by-committee, expected error reduction, variance reduction, and density-weighted methods. Establishes foundational taxonomy for the field.}
}

From OPENALEX

@techreport{settles2009activelearning,
  title = {Active Learning Literature Survey},
  author = {Burr Settles},
  year = {2009}
}