| 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 |
| The Role of Linguistic Models and Language Annotation in Feature Selection for Machine Learning | Jul 1, 2012 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT | Jul 1, 2012 | Feature Engineeringfeature selection | —Unverified | 0 |
| Generative Maximum Entropy Learning for Multiclass Classification | May 3, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| A hierarchical approach with feature selection for emotion recognition from speech | May 1, 2012 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows | Apr 20, 2012 | feature selection | —Unverified | 0 |
| Generalized Fisher Score for Feature Selection | Feb 14, 2012 | feature selection | CodeCode Available | 0 |
| High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso | Feb 2, 2012 | feature selectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Prismatic Algorithm for Discrete D.C. Programming Problem | Dec 1, 2011 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Understanding the Intrinsic Memorability of Images | Dec 1, 2011 | feature selection | —Unverified | 0 |
| Target Neighbor Consistent Feature Weighting for Nearest Neighbor Classification | Dec 1, 2011 | Classificationfeature selection | —Unverified | 0 |
| Efficient Methods for Overlapping Group Lasso | Dec 1, 2011 | feature selection | —Unverified | 0 |
| Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis | Dec 1, 2011 | feature selectionSpecificity | —Unverified | 0 |
| Cross-domain Feature Selection for Language Identification | Nov 11, 2011 | feature selectionLanguage Identification | —Unverified | 0 |
| Randomized Dimensionality Reduction for k-means Clustering | Oct 13, 2011 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Deterministic Feature Selection for k-means Clustering | Sep 26, 2011 | Clusteringfeature selection | —Unverified | 0 |
| A Feature Selection Method for Multivariate Performance Measures | Mar 5, 2011 | feature selectionGeneral Classification | —Unverified | 0 |
| Feature Selection via Sparse Approximation for Face Recognition | Feb 14, 2011 | Face Recognitionfeature selection | —Unverified | 0 |
| Feature selection via simultaneous sparse approximation for person specific face verification | Feb 14, 2011 | Face RecognitionFace Verification | —Unverified | 0 |
| Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization | Dec 1, 2010 | feature selectionregression | —Unverified | 0 |
| Probabilistic Multi-Task Feature Selection | Dec 1, 2010 | Cancer Classificationcompressed sensing | —Unverified | 0 |
