Regularization, Optimization, Kernels, and Support Vector Machines

Regularization, Optimization, Kernels, and Support Vector Machines

Forfatter: Johan A.K. Suykens, Marco Signoretto, Andreas Argyriou
Forlag: CRC Press
Udgave: 1
Udgivelsesdato: 2014
ISBN: 9780367658984

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Regularization, Optimization, Kernels, and Support Vector Machines offers a snapshot of the current state of the art of large-scale machine learning, providing a single multidisciplinary source for the latest research and advances in regularization, sparsity, compressed sensing, convex and large-scale optimization, kernel methods, and support vecto

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