| Nearest-Neighbor Sample Compression: Efficiency, Consistency, Infinite Dimensions | May 23, 2017 | Generalization Bounds | —Unverified | 0 |
| Learning from partial correction | May 23, 2017 | Generalization Bounds | —Unverified | 0 |
| Minimax Statistical Learning with Wasserstein Distances | May 22, 2017 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| The Landscape of Deep Learning Algorithms | May 19, 2017 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| Mass Volume Curves and Anomaly Ranking | May 3, 2017 | Generalization Bounds | —Unverified | 0 |
| Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data | Mar 31, 2017 | Generalization Bounds | CodeCode Available | 0 |
| On the benefits of output sparsity for multi-label classification | Mar 14, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| A Theory of Output-Side Unsupervised Domain Adaptation | Mar 5, 2017 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Data-Dependent Stability of Stochastic Gradient Descent | Mar 5, 2017 | Generalization Bounds | —Unverified | 0 |
| Learning Kernels with Random Features | Dec 1, 2016 | Generalization Bounds | —Unverified | 0 |
