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square-root loss

3 papers

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Co-occurring keywords · papers mentioning both

high-dimensional regression (2) proximal majorization-minimization (1) penalized estimator (1) weakly decomposable norm (1) sparse group lasso (1) square-root regression (1) proximal point method (1) semismooth newton method (1) proximal algorithm (1) distributionally robust optimization (1)

Papers

On Regularized Square-root Regression Problems: Distributionally Robust Interpretation and Fast Computations JMLR 2022 A Sparse Semismooth Newton Based Proximal Majorization-Minimization Algorithm for Nonconvex Square-Root-Loss Regression Problems JMLR 2020 Sharp Oracle Inequalities for Square Root Regularization JMLR 2017