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Regularization, Optimization, Kernels, and Support Vector Machines|Johan A. K. Suykens

Regularization, Optimization, Kernels, and Support Vector Machines

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Overview

This book is a collection of invited contributions from leading researchers in machine learning. Comprised of 21 chapters, this comprehensive reference covers the latest research and advances in regularization, sparsity, and compressed sensing; describes recent progress in convex and large-scale optimization, kernel methods, and support vector machines; and discusses output kernel learning, domain adaptation, multi-layer support vector machines, and more.

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Details

  • ISBN-13: 9781482241396
  • ISBN-10: 1482241390
  • Publisher: CRC Press
  • Publish Date: October 2014
  • Dimensions: 9 x 6.4 x 1.4 inches
  • Shipping Weight: 1.8 pounds
  • Page Count: 526

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