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lasso estimator

5 papers

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Also known as

LASSO

Co-occurring keywords · papers mentioning both

sparse regression (2) differential privacy (2) debiased lasso (1) stability argument (1) perturbation stability (1) stable rank condition (1) high-dimensional setting (1) privacy protection (1) debiasing method (1) gaussian graphical model (1)

Papers

Inconsistency of Cross-Validation for Structure Learning in Gaussian Graphical Models AISTATS 2024 Restricted Eigenvalue from Stable Rank with Applications to Sparse Linear Regression COLT 2018 Communication-efficient Sparse Regression JMLR 2017 Nearly Optimal Private LASSO NeurIPS 2015 Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso COLT 2013