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Sparse regression and support recovery with Boosting algorithms
Publisher: Elsevier Science
Year: 2014
A lasso for hierarchical interactions
Publisher: The Institute of Mathematical Statistics
Year: 2013
A joint convex penalty for inverse covariance matrix estimation
Publisher: Elsevier Science
Year: 2014
Discussion: "A significance test for the lasso"
Publisher: The Institute of Mathematical Statistics
Year: 2014
An image quality assessment algorithm based on saliency and sparsity
Year: 2018
Abstract:
One of the most reliable ways of measuring visual image quality is through subjective
experiments. However, as subjective evaluations are expensive, time consuming, and impractical
in most situations, objective ...
Minimax bounds for sparse PCA with noisy high dimensional data
Publisher: The Institute of Mathematical Statistics
Year: 2013
Grouping strategies and thresholding for high dimensional linear models
Publisher: Elsevier Science
Year: 2013
Grouping strategies and thresholding for high dimensional linear models rejoinder
Publisher: Elsevier Science
Year: 2013
LOL selection in high dimension
Publisher: Elsevier Science
Year: 2014
Nonparametric independence screening and structure identification for ultra high dimensional longitudinal data
Publisher: The Institute of Mathematical Statistics
Year: 2014