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Co-occurring keywords · papers mentioning both

linear regression (3) derivative estimation (2) overparameterized model (2) regression analysis (2) nonparametric estimation (2) high-dimensional statistics (2) regression function (1) smoothing spline (1) least squares estimator (1) local polynomial regression (1)

Papers

Memorize to generalize: on the necessity of interpolation in high dimensional linear regression COLT 2022 Unbiased estimators for random design regression JMLR 2022 On the Minimal Error of Empirical Risk Minimization COLT 2021 Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020 Derivative Estimation in Random Design NeurIPS 2018 Active Regression by Stratification NeurIPS 2014 Variable Selection in High-Dimension with Random Designs and Orthogonal Matching Pursuit JMLR 2013 Random Design Analysis of Ridge Regression COLT 2012