Partitional Algorithms to Detect Complex Clusters Kernel K-means K-means applied in Kernel space Spectral clustering Eigen subspace of the affinity matrix.
New Horizons in Machine Learning Avrim Blum CMU This is mostly a survey, but last part is joint work with Nina Balcan and Santosh Vempala [Workshop on.
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Ch 6. Kernel Methods Pattern Recognition and Machine Learning, C. M. Bishop, 2006. Summarized by J. S. Kim Biointelligence Laboratory, Seoul National University.
Kernelized Discriminant Analysis and Adaptive Methods for Discriminant Analysis
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