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| Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability | May 31, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Identifying and Estimating Causal Effects under Weak Overlap by Generative Prognostic Model | May 21, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Effective Distributed Learning with Random Features: Improved Bounds and Algorithms | Jan 1, 2021 | Generalization Bounds | —Unverified | 0 |
| Efficient and Reliable Overlay Networks for Decentralized Federated Learning | Dec 12, 2021 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation | Sep 6, 2019 | Generalization BoundsVariational Inference | —Unverified | 0 |
| Improved Generalization Bound for Deep Neural Networks Using Geometric Functional Analysis | Sep 29, 2021 | Generalization Bounds | —Unverified | 0 |
| Improved Generalization Bounds of Group Invariant / Equivariant Deep Networks via Quotient Feature Spaces | Oct 15, 2019 | Generalization Bounds | —Unverified | 0 |
| Improved Generalization Bounds for Communication Efficient Federated Learning | Apr 17, 2024 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| A unified framework for information-theoretic generalization bounds | May 18, 2023 | Generalization BoundsLEMMA | —Unverified | 0 |
