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» Approximate Kernel Clustering
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PAMI
2008
161views more  PAMI 2008»
14 years 8 months ago
Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking
Bohyung Han, Dorin Comaniciu, Ying Zhu, Larry S. D...
JMLR
2008
88views more  JMLR 2008»
14 years 9 months ago
Universal Multi-Task Kernels
In this paper we are concerned with reproducing kernel Hilbert spaces HK of functions from an input space into a Hilbert space Y, an environment appropriate for multi-task learnin...
Andrea Caponnetto, Charles A. Micchelli, Massimili...
PAMI
2010
192views more  PAMI 2010»
14 years 8 months ago
Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA
—A new formulation for multiway spectral clustering is proposed. This method corresponds to a weighted kernel principal component analysis (PCA) approach based on primal-dual lea...
Carlos Alzate, Johan A. K. Suykens
IJCNN
2006
IEEE
15 years 3 months ago
Kernel Based Functional Gene Grouping
Abstract— During the last years, high throughput experiments have become very popular. During the analysis of such data the need for a functional grouping of genes arises. In thi...
Holger Fröhlich, Nora Speer, Christian Spieth...