| Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability | Sep 27, 2022 | Generalization BoundsImage Retrieval | CodeCode Available | 0 | 5 |
| Double-Weighting for Covariate Shift Adaptation | May 15, 2023 | Generalization Bounds | CodeCode Available | 0 | 5 |
| Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks | May 24, 2019 | Generalization Bounds | CodeCode Available | 0 | 5 |
| From Low Intrinsic Dimensionality to Non-Vacuous Generalization Bounds in Deep Multi-Task Learning | Jan 31, 2025 | Generalization BoundsMulti-Task Learning | CodeCode Available | 0 | 5 |
| Quantum Boosting using Domain-Partitioning Hypotheses | Oct 25, 2021 | BenchmarkingEnsemble Learning | CodeCode Available | 0 | 5 |
| Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning | Jun 6, 2022 | Federated LearningGeneralization Bounds | CodeCode Available | 0 | 5 |
| Tighter Learning Guarantees on Digital Computers via Concentration of Measure on Finite Spaces | Feb 8, 2024 | Generalization Bounds | CodeCode Available | 0 | 5 |
| Adversarial Transform Particle Filters | Feb 10, 2025 | Generalization BoundsState Space Models | CodeCode Available | 0 | 5 |
| Random deep neural networks are biased towards simple functions | Dec 25, 2018 | General ClassificationGeneralization Bounds | CodeCode Available | 0 | 5 |
| Diametrical Risk Minimization: Theory and Computations | Oct 24, 2019 | Generalization Bounds | CodeCode Available | 0 | 5 |
