Learning theory: An approximation theory
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Felipe Cucker, Ding Xuan Zhou
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Library
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2007
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Cambridge University Press
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English
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The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics, approximation theory, and algorithmics. Ideas from all these areas blended to form a subject whose many successful applica