cross-validation

5 papers

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Also known as

K-FOLD CV CV

Co-occurring keywords

model selection (454) kernel methods (1096) hierarchical classification (240) hyperparameter optimization (405) gradient-based optimization (191) l1 regularization (87) structured classes (1) oracle inequality (46) sparse regression (175) gradient descent (1143)

Papers

Data-driven calibration of linear estimators with minimal penalties NIPS 2009

An Homotopy Algorithm for the Lasso with Online Observations NIPS 2008

Catching Up Faster in Bayesian Model Selection and Model Averaging NIPS 2007

Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NIPS 2006

An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models NIPS 2006