conftrace_

regularization path

17 papers

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Co-occurring keywords

sparse optimization (246) model selection (456) hyperparameter tuning (215) penalized regression (23) support vector machine (978) kernel methods (1097) mirror descent (148) regularization parameter (29) linear regression (282) lasso regression (61)

Papers

Statistically Robust Sparse High-order Interaction Model AAAI 2026
Optimal Sets and Solution Paths of ReLU Networks ICML 2023
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NIPS 2021
LassoNet: Neural Networks with Feature Sparsity AISTATS 2021
A Unified Dynamic Approach to Sparse Model Selection AISTATS 2018
The Well-Tempered Lasso ICML 2018
Connecting Optimization and Regularization Paths NIPS 2018
Aggregation of supports along the Lasso path COLT 2016
Split LBI: An Iterative Regularization Path with Structural Sparsity NIPS 2016
gLOP: the global and Local Penalty for Capturing Predictive Heterogeneity MLHC 2016
Regularization Path of Cross-Validation Error Lower Bounds NIPS 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 NIPS 2011
The Feature Selection Path in Kernel Methods AISTATS 2010
The Entire Regularization Path for the Support Vector Machine JMLR 2004