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| Provable Generalization of Overparameterized Meta-learning Trained with SGD | Jun 18, 2022 | Generalization BoundsMeta-Learning | —Unverified | 0 |
| Provable Pathways: Learning Multiple Tasks over Multiple Paths | Mar 8, 2023 | Generalization Bounds | —Unverified | 0 |
| Rademacher Complexity Bounds for Non-I.I.D. Processes | Dec 1, 2008 | Generalization Bounds | —Unverified | 0 |
| Rademacher Generalization Bounds for Classifier Chains | Jul 26, 2018 | Generalization Bounds | —Unverified | 0 |
| Random Maxout Features | Jun 11, 2015 | Data VisualizationDimensionality Reduction | —Unverified | 0 |
| Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms | Mar 4, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Higher-Order Transformer Derivative Estimates for Explicit Pathwise Learning Guarantees | May 26, 2024 | Generalization Bounds | —Unverified | 0 |
| Recovery and Generalization in Over-Realized Dictionary Learning | Jun 11, 2020 | Dictionary LearningGeneralization Bounds | —Unverified | 0 |
| Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems | May 23, 2019 | General ClassificationGeneralization Bounds | —Unverified | 0 |
