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Generalized Maximum Margin Clustering and Unsupervised Kernel Learning

NIPS, pp.1417-1424, (2007)

Cited by: 143|Views9
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Maximum margin clustering was proposed lately and has shown promising performance in recent studies (1, 2). It extends the theory of support vec- tor machine to unsupervised learning. Despite its good performance, there are three major problems with maximum margin clustering that question its e-ciency for real-world applications. First, i...More

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