| Towards Sharper Information-theoretic Generalization Bounds for Meta-Learning | Jan 26, 2025 | Generalization BoundsMeta-Learning | —Unverified | 0 |
| Generalization Performance of Hypergraph Neural Networks | Jan 22, 2025 | Generalization Bounds | CodeCode Available | 0 |
| Stability and Generalization of Quantum Neural Networks | Jan 22, 2025 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Explainable Neural Networks with Guarantees: A Sparse Estimation Approach | Jan 2, 2025 | Generalization Bounds | —Unverified | 0 |
| Regularized Proportional Fairness Mechanism for Resource Allocation Without Money | Jan 2, 2025 | FairnessGeneralization Bounds | —Unverified | 0 |
| Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning | Jan 2, 2025 | Contrastive LearningGeneralization Bounds | —Unverified | 0 |
| Generalization Analysis for Deep Contrastive Representation Learning | Dec 16, 2024 | Contrastive LearningGeneralization Bounds | —Unverified | 0 |
| Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise | Dec 16, 2024 | Generalization BoundsLearning Theory | —Unverified | 0 |
| The Complexity Dynamics of Grokking | Dec 13, 2024 | Generalization BoundsMemorization | CodeCode Available | 1 |
| Deep Distributed Optimization for Large-Scale Quadratic Programming | Dec 11, 2024 | Distributed OptimizationGeneralization Bounds | —Unverified | 0 |
