screening rule

Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant ICML 2025 Strong Screening Rules for Group-based SLOPE Models AISTATS 2025 Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation JMLR 2023 The Hessian Screening Rule NeurIPS 2022 Dual Extrapolation for Sparse GLMs JMLR 2020 The Strong Screening Rule for SLOPE NeurIPS 2020 Screening rules for Lasso with non-convex Sparse Regularizers ICML 2019 Celer: a Fast Solver for the Lasso with Dual Extrapolation ICML 2018 A Screening Rule for l1-Regularized Ising Model Estimation NeurIPS 2017 Gap Safe Screening Rules for Sparsity Enforcing Penalties JMLR 2017 GAP Safe Screening Rules for Sparse-Group Lasso NeurIPS 2016 GAP Safe screening rules for sparse multi-task and multi-class models NeurIPS 2015 Lasso Screening Rules via Dual Polytope Projection JMLR 2015 Mind the duality gap: safer rules for the Lasso ICML 2015 Safe Screening for Multi-Task Feature Learning with Multiple Data Matrices ICML 2015 A Safe Screening Rule for Sparse Logistic Regression NeurIPS 2014 Scaling SVM and Least Absolute Deviations via Exact Data Reduction ICML 2014 Lasso Screening Rules via Dual Polytope Projection NeurIPS 2013 Safe Screening of Non-Support Vectors in Pathwise SVM Computation ICML 2013