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Semi-supervised Graph Clustering: A Kernel Approach
Brian Kulis
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Oznake: computer science;machine learning;kernel methods;clustering
Leto: 2005 Vir: videolectures.net
Best Paper - Information-Theoretic Metric Learning
Brian Kulis
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Oznake: computer science;machine learning;gaussian processes
In this paper, we present an information-theoretic approach to learning a Mahalanobis distance function. We formulate the problem as that of minimizing the differential relative entropy between two multivariate Gaussians under constraints on the distance function. We express this problem as a partic ...
Leto: 2007 Vir: videolectures.net
Št. zadetkov: 2
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