LAUSR

Learning Rates for Classification with Gaussian Kernels

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0 Published in 2017 at "Neural Computation"

DOI: 10.1162/neco_a_00968

Abstract: This letter aims at refined error analysis for binary classification using support vector machine (SVM) with gaussian kernel and convex loss. Our first result shows that for some loss functions, such as the truncated quadratic… read more here.

Keywords: classification gaussian; learning rates; rates classification; svm gaussian ... See more keywords