| Generalization Through Growth: Hidden Dynamics Controls Depth Dependence | May 21, 2025 | Generalization Bounds | —Unverified | 0 |
| Graph-based Generalization Bounds for Learning Binary Relations | Feb 21, 2013 | Entity ResolutionGeneralization Bounds | —Unverified | 0 |
| Graph Polynomial Convolution Models for Node Classification of Non-Homophilous Graphs | Sep 12, 2022 | Generalization BoundsNode Classification | —Unverified | 0 |
| Generalization Bounds using Lower Tail Exponents in Stochastic Optimizers | Aug 2, 2021 | Generalization BoundsStochastic Optimization | —Unverified | 0 |
| Diffusion Random Feature Model | Oct 6, 2023 | Generalization Boundsmodel | —Unverified | 0 |
| A Margin-based Multiclass Generalization Bound via Geometric Complexity | May 28, 2024 | Generalization Bounds | —Unverified | 0 |
| Generalization of Scaled Deep ResNets in the Mean-Field Regime | Mar 14, 2024 | Generalization Bounds | —Unverified | 0 |
| A unified framework for learning with nonlinear model classes from arbitrary linear samples | Nov 25, 2023 | Active Learningcompressed sensing | —Unverified | 0 |
| Generalizing across Temporal Domains with Koopman Operators | Feb 12, 2024 | Domain GeneralizationGeneralization Bounds | —Unverified | 0 |
| Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks | Feb 7, 2021 | Generalization BoundsMeta-Learning | —Unverified | 0 |
