| The Utility of Abstaining in Binary Classification | Dec 26, 2015 | Active LearningBinary Classification | —Unverified | 0 |
| Precision-Recall-Gain Curves: PR Analysis Done Right | Dec 1, 2015 | Binary ClassificationModel Selection | CodeCode Available | 0 |
| Learning a Descriptor-Specific 3D Keypoint Detector | Dec 1, 2015 | Binary ClassificationKeypoint Detection | —Unverified | 0 |
| Predtron: A Family of Online Algorithms for General Prediction Problems | Dec 1, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Fast Classification Rates for High-dimensional Gaussian Generative Models | Dec 1, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Convergence rates of sub-sampled Newton methods | Dec 1, 2015 | Active LearningBinary Classification | —Unverified | 0 |
| Exploring Correlation between Labels to improve Multi-Label Classification | Nov 25, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Learning visual groups from co-occurrences in space and time | Nov 21, 2015 | Binary Classification | CodeCode Available | 0 |
| Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models | Nov 16, 2015 | Binary ClassificationClassifier calibration | —Unverified | 0 |
| Handling Class Imbalance in Link Prediction using Learning to Rank Techniques | Nov 13, 2015 | Binary ClassificationLearning-To-Rank | —Unverified | 0 |
