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Technical Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning)

Posted on 2010-04-13




Name:Technical Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning)
ASIN/ISBN:0262194759
Author:onno
Language:English
File size:30.64 Mb
   Technical Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning)





ISBN: 0262194759 Publisher: The MIT Press Author: Bernhard Schlkopf, Alexander J. Smola

Description:

In the 1990s, a new type of learning algorithm was developed, based on results from statistical learning theory: the Support Vector Machine (SVM). This gave rise to a new class of theoretically elegant learning machines that use a central concept of

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