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Statistical Learning Theory: Models, Concepts, and Results

Handbook of the History of Logic, (2011)

被引用73|浏览11
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Statistical learning theory provides the theoretical basis for many of today's machine learning algorithms. In this article we attempt to give a gentle, non-technical overview over the key ideas and insights of statistical learning theory. We target at a broad audience, not necessarily machine learning researchers. This paper can serve as...更多

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