regularization path

Statistically Robust Sparse High-order Interaction Model AAAI 2026 Quantifying Overfitting along the Regularization Path for Two-Part-Code MDL in Supervised Classification COLT 2025 Optimal Sets and Solution Paths of ReLU Networks ICML 2023 LassoNet: Neural Networks with Feature Sparsity AISTATS 2021 Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NeurIPS 2021 Gradient descent follows the regularization path for general losses COLT 2020 A Unified Dynamic Approach to Sparse Model Selection AISTATS 2018 Connecting Optimization and Regularization Paths NeurIPS 2018 The Well-Tempered Lasso ICML 2018 Aggregation of supports along the Lasso path COLT 2016 gLOP: the global and Local Penalty for Capturing Predictive Heterogeneity MLHC 2016 Split LBI: An Iterative Regularization Path with Structural Sparsity NeurIPS 2016 Regularization Path of Cross-Validation Error Lower Bounds NeurIPS 2015 The FASTCLIME Package for Linear Programming and Large-Scale Precision Matrix Estimation in R JMLR 2014 Safe Screening of Non-Support Vectors in Pathwise SVM Computation ICML 2013 Regularization Paths with Guarantees for Convex Semidefinite Optimization AISTATS 2012 Target Neighbor Consistent Feature Weighting for Nearest Neighbor Classification NeurIPS 2011 The Feature Selection Path in Kernel Methods AISTATS 2010 The Entire Regularization Path for the Support Vector Machine JMLR 2004