| Expected Divergence Based Feature Selection for Learning to Rank | Dec 1, 2012 | feature selectionLearning-To-Rank | —Unverified | 0 |
| Imitation Learning by Coaching | Dec 1, 2012 | feature selectionImitation Learning | —Unverified | 0 |
| Minimal cost feature selection of data with normal distribution measurement errors | Nov 12, 2012 | feature selection | —Unverified | 0 |
| Application of Symmetric Uncertainty and Mutual Information to Dimensionality Reduction and Classification of Hyperspectral Images | Nov 3, 2012 | ClassificationClassification Of Hyperspectral Images | —Unverified | 0 |
| Language Independent Sentence-Level Subjectivity Analysis with Feature Selection | Nov 1, 2012 | feature selectionMachine Translation | —Unverified | 0 |
| Feature Subset Selection for Software Cost Modelling and Estimation | Oct 3, 2012 | feature selection | —Unverified | 0 |
| Gene selection with guided regularized random forest | Sep 28, 2012 | feature selection | —Unverified | 0 |
| Towards Ultrahigh Dimensional Feature Selection for Big Data | Sep 24, 2012 | feature selectionSelection bias | —Unverified | 0 |
| Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms | Aug 18, 2012 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications | Jul 3, 2012 | feature selection | —Unverified | 0 |