conftrace_

representer theorem

33 papers

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Co-occurring keywords · papers mentioning both

kernel methods (14) reproducing kernel hilbert space (10) neural network (4) regularized learning (3) hilbert space (3) banach space (3) nonparametric estimation (2) functional data analysis (2) reproducing kernel (2) regularization theory (2)

Papers

When Is There a Representer Theorem? Vector Versus Matrix Regularizers JMLR 2009 Learning with Consistency between Inductive Functions and Kernels NeurIPS 2008 Learning with Transformation Invariant Kernels NeurIPS 2007 On the Representer Theorem and Equivalent Degrees of Freedom of SVR JMLR 2007 Value Regularization and Fenchel Duality JMLR 2007 Generalized Regularized Least-Squares Learning with Predefined Features in a Hilbert Space NeurIPS 2006 Implicit Surfaces with Globally Regularised and Compactly Supported Basis Functions NeurIPS 2006 Some Properties of Regularized Kernel Methods JMLR 2004