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| Data-Driven Neural Certificate Synthesis | Feb 8, 2025 | Generalization BoundsPAC learning | —Unverified | 0 | 0 |
| Architecture independent generalization bounds for overparametrized deep ReLU networks | Apr 8, 2025 | Generalization Bounds | —Unverified | 0 | 0 |
| Data-Dependent Stability of Stochastic Gradient Descent | Mar 5, 2017 | Generalization Bounds | —Unverified | 0 | 0 |
| Data-Dependent Stability Analysis of Adversarial Training | Jan 6, 2024 | Data PoisoningGeneralization Bounds | —Unverified | 0 | 0 |
| 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 |
| Algorithms for Learning Kernels Based on Centered Alignment | Mar 2, 2012 | General ClassificationGeneralization Bounds | —Unverified | 0 | 0 |
| Data-dependent PAC-Bayes priors via differential privacy | Feb 26, 2018 | Generalization Boundsvalid | —Unverified | 0 | 0 |
| Data-dependent Generalization Bounds via Variable-Size Compressibility | Mar 9, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| A Primal-Dual link between GANs and Autoencoders | Dec 1, 2019 | Generalization Bounds | —Unverified | 0 | 0 |
