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square-root lasso (1) iteratively reweighted least square (1) global linear convergence (1) distributionally robust optimization (1) sparse regression (1) multi-task learning (1)

Papers

Fast, blind, and accurate: Tuning-free sparse regression with global linear convergence COLT 2024