TY - BOOK AU - Suykens, Johan A K AU - Argyriou, Andreas AU - Signoretto, Marco TI - Regularization optimization kernels and support vector machines SN - 9781482241396 PY - 2015///, CY - Boca Raton PB - CRC Press. KW - Nonparametric KW - Subspaces KW - Nonconvex proximal splitting N1 - Index 503-507p N2 - 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 vector machines. Consisting of 21 chapters authored by leading researchers in machine learning ER -