| Estimating Lipschitz constants of monotone deep equilibrium models | Jan 1, 2021 | Generalization Bounds | —Unverified | 0 |
| Stability analysis of SGD through the normalized loss function | Jan 1, 2021 | Generalization Bounds | —Unverified | 0 |
| Robustness, Privacy, and Generalization of Adversarial Training | Dec 25, 2020 | Generalization BoundsPrivacy Preserving | CodeCode Available | 0 |
| A Tight Lower Bound for Uniformly Stable Algorithms | Dec 24, 2020 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning | Dec 22, 2020 | Generalization BoundsLanguage Modeling | CodeCode Available | 1 |
| NeurIPS 2020 Competition: Predicting Generalization in Deep Learning | Dec 14, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks | Dec 14, 2020 | Generalization Bounds | —Unverified | 0 |
| Generalization bounds for deep learning | Dec 7, 2020 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| A PAC-Bayesian Perspective on Structured Prediction with Implicit Loss Embeddings | Dec 7, 2020 | Generalization BoundsPrediction | CodeCode Available | 0 |
| Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds | Dec 1, 2020 | Generalization Bounds | —Unverified | 0 |
