Browsing Mathematics (Faculty of) by Author "Xu, Linli"
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Convex Large Margin Training - Unsupervised, Semi-supervised, and Robust Support Vector Machines
Xu, Linli (University of Waterloo, 2007-05-22)Support vector machines (SVMs) have been a dominant machine learning technique for more than a decade. The intuitive principle behind SVM training is to find the maximum margin separating hyperplane for a given set of ...