conftrace_

lasso estimator

5 papers

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Also known as

LASSO

Co-occurring keywords

sparse regression (175) differential privacy (1016) debiased lasso (5) stability argument (2) perturbation stability (4) stable rank condition (1) high-dimensional setting (12) privacy protection (162) debiasing method (41) gaussian graphical model (106)

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 NIPS 2015
Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso COLT 2013