| Regularized Gradient Boosting | Dec 1, 2019 | Generalization Bounds | —Unverified | 0 |
| A Primal-Dual link between GANs and Autoencoders | Dec 1, 2019 | Generalization Bounds | —Unverified | 0 |
| Simplified and Unified Analysis of Various Learning Problems by Reduction to Multiple-Instance Learning | Nov 14, 2019 | Generalization BoundsMulti-Label Learning | CodeCode Available | 0 |
| Coarse-Refinement Dilemma: On Generalization Bounds for Data Clustering | Nov 13, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates | Nov 6, 2019 | Generalization Bounds | CodeCode Available | 0 |
| Learning-Based Low-Rank Approximations | Oct 30, 2019 | Generalization Bounds | —Unverified | 0 |
| On Generalization Bounds of a Family of Recurrent Neural Networks | Oct 28, 2019 | Generalization BoundsPAC learning | —Unverified | 0 |
| Diametrical Risk Minimization: Theory and Computations | Oct 24, 2019 | Generalization Bounds | CodeCode Available | 0 |
| Global Capacity Measures for Deep ReLU Networks via Path Sampling | Oct 22, 2019 | Generalization BoundsMulti-class Classification | —Unverified | 0 |
| Sharper bounds for uniformly stable algorithms | Oct 17, 2019 | Generalization BoundsLearning Theory | —Unverified | 0 |
