article Open AccessTop 10% cited
The Strength of Weak Learnability
Machine Learning · 1990 · Vol. 5(2) · pp. 197–227
Robert E. Schapire✉(Massachusetts Institute of Technology)
Machine Learning and AlgorithmsDomain Adaptation and Few-Shot LearningImbalanced Data Classification TechniquesLearnabilityConcept classProbably approximately correct learningClass (philosophy)Computer scienceSet (abstract data type)Function (biology)AlgorithmFraction (chemistry)Mathematics
Funding
- Siemens USA
- Defense Advanced Research Projects Agency
- Army Research Office
Citations
3,302
FWCI
11.30
field-weighted impact
References
40
Percentile
98%
vs. same field & year
Citations per year
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References
Queries and Concept Learning
Machine Learning · 1988 · 1,629 citations
Probability Inequalities for Sums of Bounded Random Variables
Journal of the American Statistical Association · 1963 · 4,657 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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