| A Rademacher Complexity Based Method fo rControlling Power and Confidence Level in Adaptive Statistical Analysis | Oct 4, 2019 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Architecture independent generalization bounds for overparametrized deep ReLU networks | Apr 8, 2025 | Generalization Bounds | —Unverified | 0 | 0 |
| A study of the classification of low-dimensional data with supervised manifold learning | Jul 21, 2015 | Dimensionality ReductionGeneral Classification | —Unverified | 0 | 0 |
| Generalization Error Bounds for Noisy, Iterative Algorithms via Maximal Leakage | Feb 28, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| A Theory of Label Propagation for Subpopulation Shift | Feb 22, 2021 | Domain AdaptationGeneralization Bounds | —Unverified | 0 | 0 |
| A Theory of Output-Side Unsupervised Domain Adaptation | Mar 5, 2017 | Domain AdaptationGeneralization Bounds | —Unverified | 0 | 0 |
| A Tight Lower Bound for Uniformly Stable Algorithms | Dec 24, 2020 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| A unified framework for information-theoretic generalization bounds | May 18, 2023 | Generalization BoundsLEMMA | —Unverified | 0 | 0 |
| A unified framework for learning with nonlinear model classes from arbitrary linear samples | Nov 25, 2023 | Active Learningcompressed sensing | —Unverified | 0 | 0 |
| A Unified Model and Dimension for Interactive Estimation | Jun 9, 2023 | Generalization Boundsmodel | —Unverified | 0 | 0 |
