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Learning with Kernels

Learning with Kernels Support Vector Machines, Regularization, Optimization, and Beyond

Bernhard Schölkopf, Francis Bach, Alexander J. Smola, Director of the Max Planck Institute for Intelligent in Tübingen Germany Professor for Machine Lea Bernhard Schölkopf, rnhard Schölkopf, Managing Director of the Max Planck Institute for Biological Cybernetics in Tubingen Germany Profe Bernhard Scholkopf — 2002
This volume provides an introduction to SVMs and related kernel methods. It provides concepts necessary to enable a reader to enter the world of machine learning using theoretical kernel algorithms and to understand and apply the algorithms that have been developed over the last few years.
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