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model selection

454 papers

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Also known as

FMS

Co-occurring keywords

transfer learning (5442) bayesian inference (1904) hyperparameter optimization (405) large language model (12755) kernel methods (1096) regret bound (1918) online learning (1770) support vector machine (976) feature selection (649) benchmark evaluation (1539)

Papers

Boosting for Efficient Model Selection for Syntactic Parsing COLING 2016
NYTRO: When Subsampling Meets Early Stopping AISTATS 2016
No penalty no tears: Least squares in high-dimensional linear models ICML 2016
A Consistent Information Criterion for Support Vector Machines in Diverging Model Spaces JMLR 2016
mlr: Machine Learning in R JMLR 2016
Enhancing Multilingual Recognition of Emotion in Speech by Language Identification INTERSPEECH 2016
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation JMLR 2016
Time series prediction and online learning COLT 2016
Hyperparameter optimization with approximate gradient ICML 2016
Multiple Model Fitting as a Set Coverage Problem CVPR 2016
Blockout: Dynamic Model Selection for Hierarchical Deep Networks CVPR 2016
Model Selection for Topic Models via Spectral Decomposition AISTATS 2015
Sparsistency of \ell_1-Regularized M-Estimators AISTATS 2015
Scalable Model Selection for Large-Scale Factorial Relational Models ICML 2015
A New Generalized Error Path Algorithm for Model Selection ICML 2015
Rebuilding Factorized Information Criterion: Asymptotically Accurate Marginal Likelihood ICML 2015
Information Geometry and Minimum Description Length Networks ICML 2015
Bayesian Active Model Selection with an Application to Automated Audiometry NIPS 2015
Efficient and Robust Automated Machine Learning NIPS 2015
Precision-Recall-Gain Curves: PR Analysis Done Right NIPS 2015
Combined l1 and Greedy l0 Penalized Least Squares for Linear Model Selection JMLR 2015
Fast Cross-Validation via Sequential Testing JMLR 2015
SCAMS: Simultaneous Clustering and Model Selection CVPR 2014
Exact Post Model Selection Inference for Marginal Screening NIPS 2014
Fully-Automatic Bayesian Piecewise Sparse Linear Models AISTATS 2014