| Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations | Jun 9, 2017 | Generalization Bounds | CodeCode Available | 0 |
| Nuclear Discrepancy for Active Learning | Jun 8, 2017 | Active LearningGeneralization Bounds | —Unverified | 0 |
| 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 |
| Data-Dependent Stability of Stochastic Gradient Descent | Mar 5, 2017 | Generalization Bounds | —Unverified | 0 |
