| Quantum Boosting using Domain-Partitioning Hypotheses | Oct 25, 2021 | BenchmarkingEnsemble Learning | CodeCode Available | 0 |
| Integrated Conditional Estimation-Optimization | Oct 24, 2021 | Generalization Bounds | —Unverified | 0 |
| UniFed: A Unified Framework for Federated Learning on Non-IID Image Features | Oct 19, 2021 | Domain GeneralizationFederated Learning | —Unverified | 0 |
| Explaining generalization in deep learning: progress and fundamental limits | Oct 17, 2021 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| Block Contextual MDPs for Continual Learning | Oct 13, 2021 | Continual LearningGeneralization Bounds | —Unverified | 0 |
| Learning from non-irreducible Markov chains | Oct 8, 2021 | Generalization Bounds | —Unverified | 0 |
| Information-theoretic generalization bounds for black-box learning algorithms | Oct 4, 2021 | Generalization Bounds | CodeCode Available | 0 |
| Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning | Oct 3, 2021 | Generalization Bounds | CodeCode Available | 0 |
| Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis | Sep 29, 2021 | Few-Shot LearningGeneralization Bounds | CodeCode Available | 0 |
| Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms | Sep 29, 2021 | Generalization BoundsOpen-Ended Question Answering | —Unverified | 0 |
