Kernel Methods
795 papers
Papers per year
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Papers
Learning Multiple Tasks with Kernel Methods
JMLR 2005
Learning the Kernel Function via Regularization
JMLR 2005
Learning the Kernel with Hyperkernels
JMLR 2005
On the Nystrom Method for Approximating a Gram Matrix for Improved Kernel-Based Learning
JMLR 2005
Semigroup Kernels on Measures
JMLR 2005
Dimensionality Reduction for Supervised Learning with Reproducing Kernel Hilbert Spaces
JMLR 2004
Fast String Kernels using Inexact Matching for Protein Sequences
JMLR 2004
Knowledge-Based Kernel Approximation
JMLR 2004
Learning the Kernel Matrix with Semidefinite Programming
JMLR 2004
Rational Kernels: Theory and Algorithms
JMLR 2004
Some Properties of Regularized Kernel Methods
JMLR 2004
The Entire Regularization Path for the Support Vector Machine
JMLR 2004
The Minimum Error Minimax Probability Machine
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
A Generalized Kernel Approach to Dissimilarity-based Classification
JMLR 2001
Bayes Point Machines
JMLR 2001
Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space
JMLR 2001