article Open AccessTop 10% cited
Improving Generalization with Active Learning
Machine Learning · 1994 · Vol. 15(2) · pp. 201–221
David Cohn✉(Massachusetts Institute of Technology)Les Atlas(University of Washington)Richard E. Ladner(University of Washington)
Machine Learning and AlgorithmsAlgorithms and Data CompressionMineral Processing and GrindingComputer scienceArtificial intelligenceGeneralizationOracleArtificial neural networkActive learning (machine learning)Machine learningTheoretical computer scienceMathematics
Funding
- National Science Foundation
- International Business Machines Corporation
Citations
1,301
FWCI
10.75
field-weighted impact
References
31
Percentile
99%
vs. same field & year
Citations per year
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References
Information-Based Objective Functions for Active Data Selection
Neural Computation · 1992 · 1,241 citations
What Size Net Gives Valid Generalization?
Neural Computation · 1989 · 1,550 citations
A theory of the learnable
Communications of the ACM · 1984 · 3,243 citations
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