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| Generalization Guarantee of SGD for Pairwise Learning | Dec 1, 2021 | Generalization BoundsMetric Learning | —Unverified | 0 |
| Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks | Oct 8, 2020 | Generalization 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 |
| A unified recipe for deriving (time-uniform) PAC-Bayes bounds | Feb 7, 2023 | Generalization Boundsvalid | —Unverified | 0 |
| Dimension Independent Generalization of DP-SGD for Overparameterized Smooth Convex Optimization | Jun 3, 2022 | Generalization Bounds | —Unverified | 0 |
| Dimension Free Generalization Bounds for Non Linear Metric Learning | Feb 7, 2021 | Generalization BoundsMetric Learning | —Unverified | 0 |
| A Unified Model and Dimension for Interactive Estimation | Jun 9, 2023 | Generalization Boundsmodel | —Unverified | 0 |
| A Markovian Model for Learning-to-Optimize | Aug 21, 2024 | Generalization Boundsmodel | —Unverified | 0 |
| Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks | Feb 7, 2021 | Generalization BoundsMeta-Learning | —Unverified | 0 |
