| On Binary Classification with Single-Layer Convolutional Neural Networks | Sep 13, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Multi-Task Learning with Group-Specific Feature Space Sharing | Aug 13, 2015 | Binary ClassificationMulti-Task Learning | CodeCode Available | 0 |
| Neyman-Pearson Classification under High-Dimensional Settings | Aug 13, 2015 | Binary ClassificationClassification | —Unverified | 0 |
| Bayesian Approximate Kernel Regression with Variable Selection | Aug 5, 2015 | Binary Classificationregression | CodeCode Available | 0 |
| ALEVS: Active Learning by Statistical Leverage Sampling | Jul 15, 2015 | Active LearningBinary Classification | —Unverified | 0 |
| Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification | Jun 25, 2015 | Binary ClassificationDimensionality Reduction | —Unverified | 0 |
| On the Interpretability of Conditional Probability Estimates in the Agnostic Setting | Jun 9, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Convergence Rates of Active Learning for Maximum Likelihood Estimation | Jun 8, 2015 | Active LearningBinary Classification | —Unverified | 0 |
| Exploiting an Oracle that Reports AUC Scores in Machine Learning Contests | Jun 3, 2015 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Learning with Symmetric Label Noise: The Importance of Being Unhinged | May 28, 2015 | Binary ClassificationClassification | —Unverified | 0 |
