article Open AccessTop 10% cited
Selective Sampling Using the Query by Committee Algorithm
Machine Learning · 1997 · Vol. 28(2-3) · pp. 133–168
Yoav Freund✉(AT&T (United States))H. Sebastian Seung(Alcatel Lucent (Germany))Eli Shamir(Czech Academy of Sciences, Institute of Computer Science)Naftali Tishby(Hebrew University of Jerusalem)
Machine Learning and AlgorithmsOptimization and Search ProblemsStochastic Gradient Optimization TechniquesPerceptronComputer scienceExponential growthExponential functionUpper and lower boundsArtificial intelligenceAlgorithmMathematicsArtificial neural network
Funding
- Hebrew University of Jerusalem
Citations
1,112
FWCI
13.30
field-weighted impact
References
26
Percentile
99%
vs. same field & year
Citations per year
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References
Queries and Concept Learning
Machine Learning · 1988 · 1,629 citations
Theory of Optimal Experiments.
Biometrika · 1972 · 1,917 citations
A theory of the learnable
Communications of the ACM · 1984 · 3,243 citations
Queries and concept learning
Machine Learning · 1988 · 818 citations
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