| Implicit Bias of Gradient Descent for Wide Two-layer Neural Networks Trained with the Logistic Loss | Feb 11, 2020 | Generalization Bounds | CodeCode Available | 0 |
| Nested Barycentric Coordinate System as an Explicit Feature Map | Feb 5, 2020 | Generalization Bounds | —Unverified | 0 |
| Apportioned Margin Approach for Cost Sensitive Large Margin Classifiers | Feb 4, 2020 | Generalization Bounds | —Unverified | 0 |
| Linear predictor on linearly-generated data with missing values: non consistency and solutions | Feb 3, 2020 | Generalization BoundsMissing Values | CodeCode Available | 0 |
| Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects | Jan 21, 2020 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Learning Overlapping Representations for the Estimation of Individualized Treatment Effects | Jan 14, 2020 | Generalization Boundsregression | —Unverified | 0 |
| Relative Flatness and Generalization | Jan 3, 2020 | Generalization Bounds | CodeCode Available | 0 |
| PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction | Dec 31, 2019 | Generalization BoundsLearning Theory | CodeCode Available | 1 |
| Risk Bounds for Low Cost Bipartite Ranking | Dec 2, 2019 | Generalization Bounds | —Unverified | 0 |
| Transfer Learning via Minimizing the Performance Gap Between Domains | Dec 1, 2019 | Generalization BoundsTransfer Learning | CodeCode Available | 0 |
