| Mutual Information-Based Unsupervised Feature Transformation for Heterogeneous Feature Subset Selection | Nov 24, 2014 | feature selection | —Unverified | 0 |
| A Convex Sparse PCA for Feature Analysis | Nov 23, 2014 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Diversifying Sparsity Using Variational Determinantal Point Processes | Nov 23, 2014 | Diversityfeature selection | —Unverified | 0 |
| Semi-supervised Feature Analysis by Mining Correlations among Multiple Tasks | Nov 23, 2014 | feature selection | —Unverified | 0 |
| Attentional Neural Network: Feature Selection Using Cognitive Feedback | Nov 19, 2014 | feature selectionGeneral Classification | CodeCode Available | 0 |
| HIPAD - A Hybrid Interior-Point Alternating Direction algorithm for knowledge-based SVM and feature selection | Nov 16, 2014 | feature selectionGeneral Classification | —Unverified | 0 |
| N^3LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data | Nov 10, 2014 | Distributed Computingfeature selection | —Unverified | 0 |
| Bayesian feature selection with strongly-regularizing priors maps to the Ising Model | Nov 3, 2014 | Bayesian Inferencefeature selection | —Unverified | 0 |
| Training for Fast Sequential Prediction Using Dynamic Feature Selection | Oct 30, 2014 | feature selectionparameter estimation | —Unverified | 0 |
| Feature Selection through Minimization of the VC dimension | Oct 27, 2014 | Drug Discoveryfeature selection | —Unverified | 0 |
