| Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions | Oct 4, 2022 | Contrastive LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Convex Surrogate Loss Functions for Contextual Pricing with Transaction Data | Feb 16, 2022 | Generalization Bounds | —Unverified | 0 | 0 |
| Co-regularization Based Semi-supervised Domain Adaptation | Dec 1, 2010 | Domain AdaptationGeneralization Bounds | —Unverified | 0 | 0 |
| Data Augmentation vs. Equivariant Networks: A Theory of Generalization on Dynamics Forecasting | Jun 19, 2022 | Data AugmentationGeneralization Bounds | —Unverified | 0 | 0 |
| Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization Bounds | Apr 15, 2018 | Generalization BoundsNeural Network Compression | —Unverified | 0 | 0 |
| Data-dependent Generalization Bounds for Multi-class Classification | Jun 29, 2017 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise | Dec 16, 2024 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| Data-dependent Generalization Bounds via Variable-Size Compressibility | Mar 9, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| Data-dependent PAC-Bayes priors via differential privacy | Feb 26, 2018 | Generalization Boundsvalid | —Unverified | 0 | 0 |
| Data-Dependent Stability Analysis of Adversarial Training | Jan 6, 2024 | Data PoisoningGeneralization Bounds | —Unverified | 0 | 0 |
