Articles with "distribution machine" as a keyword



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Optimal Margin Distribution Machine

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Published in 2020 at "IEEE Transactions on Knowledge and Data Engineering"

DOI: 10.1109/tkde.2019.2897662

Abstract: Support Vector Machine (SVM) has always been one of the most successful learning algorithms, with the central idea of maximizing the minimum margin, i.e., the smallest distance from the instances to the classification boundary. However,… read more here.

Keywords: margin; margin distribution; distribution machine; optimal margin ... See more keywords