conftrace_

reproducing kernel hilbert space

334 papers

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Also known as

RKHS

Co-occurring keywords

kernel methods (1097) gaussian process (1200) maximum mean discrepancy (164) regret bound (1926) kernel ridge regression (111) support vector machine (978) convex optimization (1321) kernel mean embedding (43) generalization bound (652) bayesian optimization (624)

Papers

Learning the Kernel with Hyperkernels JMLR 2005
Support Vector Machine Soft Margin Classifiers: Error Analysis JMLR 2004
Some Properties of Regularized Kernel Methods JMLR 2004
Sparseness of Support Vector Machines JMLR 2003
On the Performance of Kernel Classes JMLR 2003
The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces JMLR 2002
Kernel Independent Component Analysis JMLR 2002
Classes of Kernels for Machine Learning: A Statistics Perspective JMLR 2001
Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space JMLR 2001