| A Mechanism of Implicit Regularization in Deep Learning | Sep 25, 2019 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| Knowledge Graph Embedding: A Probabilistic Perspective and Generalization Bounds | Sep 25, 2019 | Generalization BoundsGraph Embedding | —Unverified | 0 |
| A Uniform Generalization Error Bound for Generative Adversarial Networks | Sep 25, 2019 | Generalization Bounds | —Unverified | 0 |
| PAC-Bayesian Neural Network Bounds | Sep 25, 2019 | Generalization Bounds | —Unverified | 0 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 |
| Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation | Sep 6, 2019 | Generalization BoundsVariational Inference | —Unverified | 0 |
| Efron-Stein PAC-Bayesian Inequalities | Sep 4, 2019 | Generalization BoundsOff-policy evaluation | —Unverified | 0 |
| On the Downstream Performance of Compressed Word Embeddings | Sep 3, 2019 | Generalization BoundsQuantization | CodeCode Available | 0 |
| Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes | Aug 20, 2019 | Generalization Bounds | —Unverified | 0 |
| How much data is sufficient to learn high-performing algorithms? Generalization guarantees for data-driven algorithm design | Aug 8, 2019 | ClusteringGeneralization Bounds | —Unverified | 0 |
