regularization parameter

Learning with Incremental Iterative Regularization NeurIPS 2015 Regularization Path of Cross-Validation Error Lower Bounds NeurIPS 2015 Three Viewpoints Toward Exemplar SVM CVPR 2015 A Comparative Framework for Preconditioned Lasso Algorithms NeurIPS 2013 Safe Screening of Non-Support Vectors in Pathwise SVM Computation ICML 2013 A Simple Geometric Interpretation of SVM using Stochastic Adversaries AISTATS 2012 Hyper-Sparse Optimal Aggregation JMLR 2011 Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models NeurIPS 2010 Asymptotically Optimal Regularization in Smooth Parametric Models NeurIPS 2009 Data-driven calibration of linear estimators with minimal penalties NeurIPS 2009 Deterministic Error Analysis of Support Vector Regression and Related Regularized Kernel Methods JMLR 2009 On the Influence of the Kernel on the Consistency of Support Vector Machines JMLR 2001