| Complex-valued embeddings of generic proximity data | Aug 31, 2020 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
| A Functional Perspective on Learning Symmetric Functions with Neural Networks | Aug 16, 2020 | Generalization Bounds | —Unverified | 0 |
| On Localized Discrepancy for Domain Adaptation | Aug 14, 2020 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Generalization Guarantees for Imitation Learning | Aug 5, 2020 | Generalization BoundsImitation Learning | CodeCode Available | 1 |
| Principles and Algorithms for Forecasting Groups of Time Series: Locality and Globality | Aug 2, 2020 | Generalization BoundsTime Series | CodeCode Available | 1 |
| Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms | Jul 18, 2020 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Learning Robust State Abstractions for Hidden-Parameter Block MDPs | Jul 14, 2020 | Generalization BoundsMeta Reinforcement Learning | CodeCode Available | 1 |
| Functions with average smoothness: structure, algorithms, and learning | Jul 13, 2020 | DenoisingGeneralization Bounds | —Unverified | 0 |
| Predictive Value Generalization Bounds | Jul 9, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Consistent Structured Prediction with Max-Min Margin Markov Networks | Jul 2, 2020 | Binary ClassificationGeneralization Bounds | CodeCode Available | 0 |
