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Computational learning theory

In computer science, computational learning theory (or just learning theory) is a subfield of artificial intelligence devoted to studying the design and analysis of machine learning algorithms.

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Overview

27 related topics

Optimal O notation learning

2 related topics

Equivalence

2 related topics

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Overview

Optimal O notation learning

Equivalence

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Computational learning theory

Nodes35
Edges34
Triples34
Avg. degree1.94
Density0.057143
Components1

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Computational learning theory

Top relations

related to Surveys · 16
Computational learning theory → American Association, Angluin, Artificial Intelligence, Boston, Computational, Computing, Eight National Conference, Haussler, In AAAI-90 Proceedings, In Proceedings, MA, May, Probably, Survey, Theory, Twenty-Fourth Annual ACM Symposium
related to Equivalence · 12
Computational learning theory → ACM Workshop, Computer, Equivalence, Haussler, Journal, Kearns, Littlestone, Pitt, Prediction-Preserving Reducibility, Proc, System Sciences, Warmuth
related to overview · 6
Computational learning theory → For, In, The, Theoretical, There, This

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Important terminology

learning theory computational http samples acm ist psu edu results inference citeseer html machine time polynomial citation pac proceedings computing

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Computational learning theoryrelated to EquivalenceHaussler0.60section
Computational learning theoryrelated to EquivalenceKearns0.60section
Computational learning theoryrelated to EquivalenceLittlestone0.60section
Computational learning theoryrelated to EquivalenceWarmuth0.60section
Computational learning theoryrelated to EquivalenceEquivalence0.60section
Computational learning theoryrelated to EquivalenceProc0.60section
Computational learning theoryrelated to EquivalenceACM Workshop0.60section
Computational learning theoryrelated to EquivalencePitt0.60section
Computational learning theoryrelated to EquivalencePrediction-Preserving Reducibility0.60section
Computational learning theoryrelated to EquivalenceJournal0.60section
Computational learning theoryrelated to EquivalenceComputer0.60section
Computational learning theoryrelated to EquivalenceSystem Sciences0.60section

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    Min side: 3
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