cross validation

DUAL-LOCO: Distributing Statistical Estimation Using Random Projections AISTATS 2016 GenSVM: A Generalized Multiclass Support Vector Machine JMLR 2016 A New Generalized Error Path Algorithm for Model Selection ICML 2015 Regularization Path of Cross-Validation Error Lower Bounds NeurIPS 2015 Agnostic Bayesian Learning of Ensembles ICML 2014 Predictive Simulation Framework of Stochastic Diffusion Model for Identifying Top-K Influential Nodes ACML 2013 A Denoising View of Matrix Completion NeurIPS 2011 Descent Methods for Tuning Parameter Refinement AISTATS 2010 Bi-Level Path Following for Cross Validated Solution of Kernel Quantile Regression JMLR 2009 Data-driven calibration of linear estimators with minimal penalties NeurIPS 2009 An Homotopy Algorithm for the Lasso with Online Observations NeurIPS 2008 Catching Up Faster in Bayesian Model Selection and Model Averaging NeurIPS 2007 Covariate Shift Adaptation by Importance Weighted Cross Validation JMLR 2007 An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models NeurIPS 2006 Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NeurIPS 2006 Tighter PAC-Bayes Bounds NeurIPS 2006 Robust Principal Component Analysis with Adaptive Selection for Tuning Parameters JMLR 2004