Locally linear support vector machines

Linear support vector machines (SVMs) have become popular for solving classification tasks due to their fast and simple online application to large scale data sets. However, many problems are not linearly separable. For these problems kernel-based SVMs are often used, but unlike their linear variant...

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Bibliographic Details
Main Authors: Ladický, L, Torr, PHS
Format: Conference item
Language:English
Published: Association for Computing Machinery 2011