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kernel regression

87 papers

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Co-occurring keywords

neural tangent kernel (205) kernel methods (1097) generalization error (285) gradient descent (1144) nonparametric regression (111) reproducing kernel hilbert space (334) random feature (89) gaussian process (1200) adaptive regression (5) support vector machine (978)

Papers

Subcategory-Aware Object Classification CVPR 2013
Adaptivity to Local Smoothness and Dimension in Kernel Regression NIPS 2013
Correlated random features for fast semi-supervised learning NIPS 2013
Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms NIPS 2013
Gradient Weights help Nonparametric Regressors NIPS 2012
Kernel Regression in the Presence of Correlated Errors JMLR 2011
Fast, smooth and adaptive regression in metric spaces NIPS 2009
Model Selection in Kernel Based Regression using the Influence Function JMLR 2008
Combined discriminative and generative articulated pose and non-rigid shape estimation NIPS 2007
Hierarchical Penalization NIPS 2007
Adaptive Non-Stationary Kernel Regression for Terrain Modeling RSS 2007
The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces JMLR 2002