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l1 penalty

6 papers

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Also known as

L1

Co-occurring keywords · papers mentioning both

precision matrix (2) feature selection (2) adversarial outlier (1) total variation regularization (1) huber loss (1) adversarial contamination (1) shape signal (1) second-order algorithm (1) shape manifold (1) huber m-estimator (1)

Papers

MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation JMLR 2023 spred: Solving L1 Penalty with SGD ICML 2023 A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension NeurIPS 2022 Outlier-robust estimation of a sparse linear model using ℓ_1-penalized Huber's M-estimator NeurIPS 2019 Total Variation Regularization of Shape Signals CVPR 2015 High-dimensional Covariance Estimation Based On Gaussian Graphical Models JMLR 2011