| PLUME: Polyhedral Learning Using Mixture of Experts | Apr 22, 2019 | Generalization BoundsMixture-of-Experts | —Unverified | 0 |
| Bridging Theory and Algorithm for Domain Adaptation | Apr 11, 2019 | Domain AdaptationGeneralization Bounds | CodeCode Available | 1 |
| A Generalization Bound for Online Variational Inference | Apr 8, 2019 | Bayesian InferenceGeneralization Bounds | —Unverified | 0 |
| An Exponential Efron-Stein Inequality for Lq Stable Learning Rules | Mar 12, 2019 | Generalization Bounds | —Unverified | 0 |
| Support and Invertibility in Domain-Invariant Representations | Mar 8, 2019 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Provable Guarantees for Gradient-Based Meta-Learning | Feb 27, 2019 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
| High probability generalization bounds for uniformly stable algorithms with nearly optimal rate | Feb 27, 2019 | Generalization BoundsVocal Bursts Intensity Prediction | —Unverified | 0 |
| A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning | Feb 27, 2019 | Generalization BoundsModel Selection | —Unverified | 0 |
| Uniform convergence may be unable to explain generalization in deep learning | Feb 13, 2019 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
| Generalization Bounds For Unsupervised and Semi-Supervised Learning With Autoencoders | Feb 4, 2019 | Generalization Bounds | —Unverified | 0 |
