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ridge regression

134 papers

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Also known as

MRR RR

Co-occurring keywords

kernel methods (1096) linear regression (281) lasso regression (61) reproducing kernel hilbert space (334) regret bound (1918) high-dimensional regression (142) implicit regularization (93) least square (100) ordinary least square (15) logistic regression (382)

Papers

Computation-Risk Tradeoffs for Covariance-Thresholded Regression ICML 2013
A Risk Comparison of Ordinary Least Squares vs Ridge Regression JMLR 2013
Faster Ridge Regression via the Subsampled Randomized Hadamard Transform NIPS 2013
Random Design Analysis of Ridge Regression COLT 2012
Regularized Laplacian Estimation and Fast Eigenvector Approximation NIPS 2011
Exploiting Covariate Similarity in Sparse Regression via the Pairwise Elastic Net AISTATS 2010
Regularized Discriminant Analysis, Ridge Regression and Beyond JMLR 2010
On the Impact of Kernel Approximation on Learning Accuracy AISTATS 2010
From PAC-Bayes Bounds to KL Regularization NIPS 2009