| Permutational Rademacher Complexity: a New Complexity Measure for Transductive Learning | May 12, 2015 | Learning TheoryTransductive Learning | —Unverified | 0 |
| Deep Learning and Continuous Representations for Natural Language Processing | May 1, 2015 | Deep LearningInformation Retrieval | —Unverified | 0 |
| Network Plasticity as Bayesian Inference | Apr 20, 2015 | Bayesian InferenceLearning Theory | CodeCode Available | 0 |
| Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm | Mar 28, 2015 | Binary ClassificationLearning Theory | —Unverified | 0 |
| Hierarchical sparse Bayesian learning: theory and application for inferring structural damage from incomplete modal data | Mar 21, 2015 | Learning TheoryStructural Health Monitoring | —Unverified | 0 |
| A Bennett Inequality for the Missing Mass | Mar 20, 2015 | Learning Theory | —Unverified | 0 |
| Efficient Learning of Linear Separators under Bounded Noise | Mar 12, 2015 | Active LearningLearning Theory | —Unverified | 0 |
| Novel Bernstein-like Concentration Inequalities for the Missing Mass | Mar 10, 2015 | Learning Theory | —Unverified | 0 |
| Learning Mixtures of Gaussians in High Dimensions | Mar 2, 2015 | Learning TheoryVocal Bursts Intensity Prediction | —Unverified | 0 |
| On aggregation for heavy-tailed classes | Feb 25, 2015 | Learning Theory | —Unverified | 0 |
