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kernel methods

1,182 papers

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Co-occurring keywords · papers mentioning both

reproducing kernel hilbert space (169) support vector machine (131) gaussian process (94) neural network (55) maximum mean discrepancy (53) representation learning (46) convex optimization (45) random feature (43) bayesian inference (39) dimensionality reduction (38)

Papers

Bayes Point Machines JMLR 2001 Classes of Kernels for Machine Learning: A Statistics Perspective JMLR 2001 Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space JMLR 2001 Lagrangian Support Vector Machines JMLR 2001 On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines JMLR 2001 On the Influence of the Kernel on the Consistency of Support Vector Machines JMLR 2001 Sparse Bayesian Learning and the Relevance Vector Machine JMLR 2001