| 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 |
| Multiclass Learning Approaches: A Theoretical Comparison with Implications | Dec 1, 2012 | AllBinary Classification | —Unverified | 0 |
| Learning as MAP Inference in Discrete Graphical Models | Dec 1, 2012 | Binary Classificationfeature selection | —Unverified | 0 |
| Volume Regularization for Binary Classification | Dec 1, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| Multiclass Learning with Simplex Coding | Dec 1, 2012 | Binary ClassificationGeneral Classification | —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 |
| Bayesian Optimal Active Search and Surveying | Jun 27, 2012 | Binary Classification | —Unverified | 0 |
| Generative Maximum Entropy Learning for Multiclass Classification | May 3, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| Polynomial expansion of the binary classification function | Mar 26, 2012 | Binary ClassificationClassification | CodeCode Available | 0 |
| Classification approach based on association rules mining for unbalanced data | Feb 24, 2012 | Binary ClassificationClassification | —Unverified | 0 |
| An Exact Algorithm for F-Measure Maximization | Dec 1, 2011 | Binary ClassificationClassification | —Unverified | 0 |
| Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation Dynamics | Feb 4, 2011 | ArticlesBinary Classification | —Unverified | 0 |
| Survey & Experiment: Towards the Learning Accuracy | Dec 18, 2010 | Binary ClassificationGeneralization Bounds | —Unverified | 0 |
| Direct Loss Minimization for Structured Prediction | Dec 1, 2010 | Binary ClassificationMachine Translation | —Unverified | 0 |
| Online Classification with Specificity Constraints | Dec 1, 2010 | Binary ClassificationClassification | —Unverified | 0 |
| A bagging SVM to learn from positive and unlabeled examples | Oct 5, 2010 | Binary ClassificationInformation Retrieval | CodeCode Available | 0 |
| The Offset Tree for Learning with Partial Labels | Dec 21, 2008 | Binary ClassificationClassification | —Unverified | 0 |
| Support Vector Machines with a Reject Option | Dec 1, 2008 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Tighter Bounds for Structured Estimation | Dec 1, 2008 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| The Google Similarity Distance | Dec 21, 2004 | Binary ClassificationClustering | CodeCode Available | 0 |
