| PAC-Bayesian Adversarially Robust Generalization Bounds for Graph Neural Network | Feb 6, 2024 | Generalization BoundsGraph Neural Network | CodeCode Available | 0 |
| Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features | Feb 5, 2024 | Generalization BoundsSensitivity | CodeCode Available | 0 |
| Minimum Description Length and Generalization Guarantees for Representation Learning | Feb 5, 2024 | Generalization BoundsRepresentation Learning | CodeCode Available | 0 |
| Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approach | Jan 16, 2024 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Theoretical and Empirical Advances in Forest Pruning | Jan 10, 2024 | Generalization Boundsregression | —Unverified | 0 |
| Data-Dependent Stability Analysis of Adversarial Training | Jan 6, 2024 | Data PoisoningGeneralization Bounds | —Unverified | 0 |
| Class-wise Generalization Error: an Information-Theoretic Analysis | Jan 5, 2024 | Generalization Bounds | —Unverified | 0 |
| PAC-Bayesian Domain Adaptation Bounds for Multi-view learning | Jan 2, 2024 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Statistical Spatially Inhomogeneous Diffusion Inference | Dec 10, 2023 | Generalization Bounds | —Unverified | 0 |
| PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction | Dec 7, 2023 | Conformal PredictionGeneralization Bounds | —Unverified | 0 |
