| High-dimensional classification by sparse logistic regression | Jun 26, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins | Jun 21, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Crowdsourcing with Sparsely Interacting Workers | Jun 20, 2017 | Binary ClassificationMatrix Completion | —Unverified | 0 |
| Classifying Documents within Multiple Hierarchical Datasets using Multi-Task Learning | Jun 6, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Fast Single-Class Classification and the Principle of Logit Separation | May 29, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| Learning with Average Top-k Loss | May 24, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| The Marginal Value of Adaptive Gradient Methods in Machine Learning | May 23, 2017 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges | May 22, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification | May 19, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images | May 10, 2017 | Binary ClassificationClassification | —Unverified | 0 |
