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Computational Learning Theory

Theory Of Computation

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

Facts
Origin Year
1984 1
Core Concern
Studying the design and mathematical analysis of machine learning algorithms. 2
Connections

Associated With

Source Probably Approximately Correct Learning (Wikipedia)

Includes

Source Wikipedia: Alexey Chervonenkis
E. Mark Gold, Pioneers
Source Wikipedia: E. Mark Gold
Source Manfred K. Warmuth (Wikipedia)
Sources
1. Probably Approximately Correct Learning (Wikipedia)
Wikimedia FoundationLead section, sentence 2
Quote, Lead section, sentence 2
It was proposed in 1984 by Leslie Valiant.
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2. Wikipedia: Computational learning theory
Wikimedia Foundation
  • Lead paragraph, first sentence
    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.
  • In Group: Models of Computation and Learning, lead section
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Wikipedia: E. Mark Gold
Includes: E. Mark Gold, Lead section
Quote, Includes: E. Mark Gold, Lead section
Language identification in the limit
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Manfred K. Warmuth (Wikipedia)
Includes: Manfred K. Warmuth, Lead paragraphView the Source
Wikipedia: Alexey Chervonenkis
Wikimedia FoundationIncludes: Alexey Chervonenkis, Lead paragraphView the Source
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