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A sufficient condition for polynomial distribution-dependent learnability

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Publication:1364775
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DOI10.1016/S0166-218X(96)00129-1zbMath0888.68103OpenAlexW2058287499WikidataQ126653792 ScholiaQ126653792MaRDI QIDQ1364775

Martin Anthony, John Shawe-Taylor

Publication date: 1 June 1998

Published in: Discrete Applied Mathematics (Search for Journal in Brave)

Full work available at URL: http://www.elsevier.com/locate/dam


zbMATH Keywords

learnability


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)




Cites Work

  • Unnamed Item
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  • Learnability with respect to fixed distributions
  • Quantifying inductive bias: AI learning algorithms and Valiant's learning framework
  • A parameterization scheme for classifying models of PAC learnability
  • Queries and concept learning
  • On the density of families of sets
  • Probably Approximate Learning of Sets and Functions
  • Learnability and the Vapnik-Chervonenkis dimension
  • A theory of the learnable
  • On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
  • Convergence of stochastic processes


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