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The mathematics of learning: dealing with data. (English) Zbl 1083.68100

Summary: A key to extracting useful information from large quantities of data is to program machines to learn from examples. The authors outline the mathematical foundations of learning theory and describe one important algorithm.

MSC:

68T05 Learning and adaptive systems in artificial intelligence
62H30 Classification and discrimination; cluster analysis (statistical aspects)
68Q32 Computational learning theory
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