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Book

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

At a glance

A book explaining kernel methods for learning complex patterns by comparing examples.

In one paragraph

Explained kernel methods, which learn complex patterns by comparing examples, bringing together the theory and practical techniques behind support vector machines and related learning algorithms.

Authors 2

  1. Bernhard Schölkopf
  2. Alex Smola