| Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound | Nov 9, 2020 | Generalization BoundsOpen-Ended Question Answering | CodeCode Available | 0 |
| Instance based Generalization in Reinforcement Learning | Nov 2, 2020 | Deep Reinforcement LearningGeneralization Bounds | CodeCode Available | 0 |
| Compressive Sensing and Neural Networks from a Statistical Learning Perspective | Oct 29, 2020 | Compressive SensingDictionary Learning | —Unverified | 0 |
| Toward Better Generalization Bounds with Locally Elastic Stability | Oct 27, 2020 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Non-parametric Binary regression in metric spaces with KL loss | Oct 19, 2020 | Generalization Boundsregression | —Unverified | 0 |
| Failures of model-dependent generalization bounds for least-norm interpolation | Oct 16, 2020 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Selective Classification via One-Sided Prediction | Oct 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks | Oct 8, 2020 | Generalization Bounds | —Unverified | 0 |
| Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data | Oct 7, 2020 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| A Note on High-Probability versus In-Expectation Guarantees of Generalization Bounds in Machine Learning | Oct 6, 2020 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
