| 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 |
| Non-Vacuous Generalization Bounds for Large Language Models | Dec 28, 2023 | Generalization Boundsvalid | CodeCode Available | 1 |
| 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 |
| From Mutual Information to Expected Dynamics: New Generalization Bounds for Heavy-Tailed SGD | Dec 1, 2023 | Generalization Bounds | —Unverified | 0 |
| A unified framework for learning with nonlinear model classes from arbitrary linear samples | Nov 25, 2023 | Active Learningcompressed sensing | —Unverified | 0 |
| Aggregation Weighting of Federated Learning via Generalization Bound Estimation | Nov 10, 2023 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Information-theoretic generalization bounds for learning from quantum data | Nov 9, 2023 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Information-Theoretic Generalization Bounds for Transductive Learning and its Applications | Nov 8, 2023 | Generalization BoundsGraph Learning | —Unverified | 0 |
