| Efficient Large-Scale Structured Learning | Jun 1, 2013 | Binary ClassificationClassification | —Unverified | 0 |
| Learning from Imprecise and Fuzzy Observations: Data Disambiguation through Generalized Loss Minimization | May 3, 2013 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Estimating a sharp convergence bound for randomized ensembles | Mar 4, 2013 | Binary ClassificationDensity Estimation | —Unverified | 0 |
| Multi-scale Discriminant Saliency with Wavelet-based Hidden Markov Tree Modelling | Jan 31, 2013 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Volume Regularization for Binary Classification | Dec 1, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| Multiclass Learning Approaches: A Theoretical Comparison with Implications | Dec 1, 2012 | AllBinary Classification | —Unverified | 0 |
| Multiclass Learning with Simplex Coding | Dec 1, 2012 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Learning as MAP Inference in Discrete Graphical Models | Dec 1, 2012 | Binary Classificationfeature selection | —Unverified | 0 |
| Reducing statistical time-series problems to binary classification | Oct 22, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis | Aug 15, 2012 | Binary ClassificationDimensionality Reduction | —Unverified | 0 |
