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Learning with kernels Suppot vector machines, regularization, optimization, and beyond

By: Contributor(s): Material type: TextTextLanguage: English Series: Adaptive computation and machine learningPublication details: Cambridge MIT Press 2001Description: xviii,626pISBN:
  • 0-262-19475-9
Subject(s): DDC classification:
  • 006.31 Sch368
Summary: Provides an introduction to SVMS and related kernel methods. Also provides all of the concepts necessary to enable a reader equipped with some basic mathematical knowledge to enter the world of machine learning using theoretically well-founded yet easy to
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Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 006.31 Sch368 (Browse shelf(Opens below)) Available 125294
Total holds: 0

Provides an introduction to SVMS and related kernel methods. Also provides all of the concepts necessary to enable a reader equipped with some basic mathematical knowledge to enter the world of machine learning using theoretically well-founded yet easy to

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