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| Generalization Guarantee of SGD for Pairwise Learning | Dec 1, 2021 | Generalization BoundsMetric Learning | —Unverified | 0 | 0 |
| Generalization Analysis for Contrastive Representation Learning under Non-IID Settings | May 8, 2025 | Contrastive LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior | Apr 25, 2025 | DecoderGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Analysis for Contrastive Representation Learning | Feb 24, 2023 | Contrastive LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Compressing Heavy-Tailed Weight Matrices for Non-Vacuous Generalization Bounds | May 23, 2021 | EconometricsGeneralization Bounds | —Unverified | 0 | 0 |
| Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability | Mar 6, 2025 | AttributeGeneralization Bounds | —Unverified | 0 | 0 |
| Functions with average smoothness: structure, algorithms, and learning | Jul 13, 2020 | DenoisingGeneralization Bounds | —Unverified | 0 | 0 |
| Complex-valued embeddings of generic proximity data | Aug 31, 2020 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 | 0 |
| A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks | Dec 14, 2020 | Generalization Bounds | —Unverified | 0 | 0 |
