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» Binarized Support Vector Machines

125

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IJCAI
2003

152views Artificial Intelligence» more IJCAI 2003»

SVMC: Single-Class Classification With Support Vector Machines

15 years 5 months ago

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Single-Class Classification (SCC) seeks to distinguish one class of data from the universal set of multiple classes. We present a new SCC algorithm that efficiently computes an ac...

Hwanjo Yu

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142

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NIPS
2003

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1-norm Support Vector Machines

15 years 5 months ago

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The standard 2-norm SVM is known for its good performance in twoclass classi£cation. In this paper, we consider the 1-norm SVM. We argue that the 1-norm SVM may have some advanta...

Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibs...

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128

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PARCO
2003

120views Distributed And Parallel Com...» more PARCO 2003»

Parallel Decomposition Approaches for Training Support Vector Machines

15 years 5 months ago