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tuning parameter

7 papers

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Co-occurring keywords · papers mentioning both

tuning parameter selection (2) sparse regression (2) asymptotic analysis (2) cross validation (2) high-dimensional statistics (2) derivative estimation (1) spiked population model (1) asymptotic behavior (1) density ridge (1) kernel methods (1)

Papers

Pivotal Estimation of Linear Discriminant Analysis in High Dimensions JMLR 2023 Asymptotic behavior of Support Vector Machine for spiked population model JMLR 2017 Optimal Estimation of Derivatives in Nonparametric Regression JMLR 2016 Optimal Ridge Detection using Coverage Risk NeurIPS 2015 Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression AISTATS 2014 Descent Methods for Tuning Parameter Refinement AISTATS 2010 Robust Principal Component Analysis with Adaptive Selection for Tuning Parameters JMLR 2004