| Generalization Through Growth: Hidden Dynamics Controls Depth Dependence | May 21, 2025 | Generalization Bounds | —Unverified | 0 |
| Fast Rate Bounds for Multi-Task and Meta-Learning with Different Sample Sizes | May 21, 2025 | Generalization BoundsMeta-Learning | —Unverified | 0 |
| Graph Representational Learning: When Does More Expressivity Hurt Generalization? | May 16, 2025 | Generalization Bounds | CodeCode Available | 0 |
| Generalization Bounds for Quantum Learning via Rényi Divergences | May 16, 2025 | Generalization Bounds | —Unverified | 0 |
| Efficient End-to-End Learning for Decision-Making: A Meta-Optimization Approach | May 16, 2025 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Generalization Bounds and Stopping Rules for Learning with Self-Selected Data | May 12, 2025 | Active LearningGeneralization Bounds | —Unverified | 0 |
| Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws | May 10, 2025 | Contrastive LearningGeneralization Bounds | CodeCode Available | 0 |
| Generalization Analysis for Contrastive Representation Learning under Non-IID Settings | May 8, 2025 | Contrastive LearningGeneralization Bounds | —Unverified | 0 |
| Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior | Apr 25, 2025 | DecoderGeneralization Bounds | —Unverified | 0 |
| Achieving Distributive Justice in Federated Learning via Uncertainty Quantification | Apr 22, 2025 | EthicsFairness | CodeCode Available | 0 |
