| (Almost) No Label No Cry | Dec 1, 2014 | Generalization BoundsPrivacy Preserving | —Unverified | 0 | 0 |
| A Manifold Perspective on the Statistical Generalization of Graph Neural Networks | Jun 7, 2024 | Generalization BoundsGraph Learning | —Unverified | 0 | 0 |
| A Margin-based Multiclass Generalization Bound via Geometric Complexity | May 28, 2024 | Generalization Bounds | —Unverified | 0 | 0 |
| A Markovian Model for Learning-to-Optimize | Aug 21, 2024 | Generalization Boundsmodel | —Unverified | 0 | 0 |
| A Mechanism of Implicit Regularization in Deep Learning | Sep 25, 2019 | Deep LearningGeneralization Bounds | —Unverified | 0 | 0 |
| An a Priori Exponential Tail Bound for k-Folds Cross-Validation | Jun 19, 2017 | Generalization Boundsvalid | —Unverified | 0 | 0 |
| A New Family of Generalization Bounds Using Samplewise Evaluated CMI | Oct 12, 2022 | Generalization Bounds | —Unverified | 0 | 0 |
| A New Perspective on Machine Learning: How to do Perfect Supervised Learning | Jan 7, 2019 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 | 0 |
| An Exponential Efron-Stein Inequality for Lq Stable Learning Rules | Mar 12, 2019 | Generalization Bounds | —Unverified | 0 | 0 |
| An Information-Theoretic Framework for Out-of-Distribution Generalization with Applications to Stochastic Gradient Langevin Dynamics | Mar 29, 2024 | Generalization BoundsOut-of-Distribution Generalization | —Unverified | 0 | 0 |
