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Kernel Methods

642 papers

Papers per year

9
23
20
31
19
'05
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Papers

Frames, Reproducing Kernels, Regularization and Learning JMLR 2005
Kernel Methods for Measuring Independence JMLR 2005
On the Nystrom Method for Approximating a Gram Matrix for Improved Kernel-Based Learning JMLR 2005
Learning the Kernel Matrix with Semidefinite Programming JMLR 2004
Rational Kernels: Theory and Algorithms JMLR 2004
Knowledge-Based Kernel Approximation JMLR 2004
The Minimum Error Minimax Probability Machine JMLR 2004
Some Properties of Regularized Kernel Methods JMLR 2004
The Entire Regularization Path for the Support Vector Machine JMLR 2004
Fast String Kernels using Inexact Matching for Protein Sequences JMLR 2004
Kernel Methods for Relation Extraction JMLR 2003
Sparseness of Support Vector Machines JMLR 2003
Minimal Kernel Classifiers JMLR 2002
Some Greedy Learning Algorithms for Sparse Regression and Classification with Mercer Kernels JMLR 2002
Bayes Point Machines JMLR 2001
Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space JMLR 2001
A Generalized Kernel Approach to Dissimilarity-based Classification JMLR 2001