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lasso

6 papers

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Also known as

LASSO

Co-occurring keywords

feature selection (649) sparse optimization (246) lasso regression (61) sparse regression (175) convex optimization (1321) variable selection (146) robust optimization (307) regularized regression (19) high-dimensional regression (142) feature disturbance (1)

Papers

Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition NIPS 2013
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements NIPS 2013
Sparse Prediction with the $k$-Support Norm NIPS 2012
Sufficient Conditions for Generating Group Level Sparsity in a Robust Minimax Framework NIPS 2010
Robust Regression and Lasso NIPS 2008
Catching Change-points with Lasso NIPS 2007