| Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression | Feb 12, 2022 | Generalization Boundsregression | —Unverified | 0 |
| Generalization Bounds via Convex Analysis | Feb 10, 2022 | Generalization Bounds | —Unverified | 0 |
| Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning | Feb 4, 2022 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Generalization in Cooperative Multi-Agent Systems | Jan 31, 2022 | Generalization BoundsMulti-agent Reinforcement Learning | —Unverified | 0 |
| Fast Interpretable Greedy-Tree Sums | Jan 28, 2022 | Additive modelsDecision Making | CodeCode Available | 1 |
| With Greater Distance Comes Worse Performance: On the Perspective of Layer Utilization and Model Generalization | Jan 28, 2022 | Generalization Bounds | —Unverified | 0 |
| Generalization in Supervised Learning Through Riemannian Contraction | Jan 17, 2022 | Generalization Boundsregression | —Unverified | 0 |
| On generalization bounds for deep networks based on loss surface implicit regularization | Jan 12, 2022 | Generalization BoundsLearning Theory | CodeCode Available | 0 |
| Stability Based Generalization Bounds for Exponential Family Langevin Dynamics | Jan 9, 2022 | Generalization Bounds | —Unverified | 0 |
| BARACK: Partially Supervised Group Robustness With Guarantees | Dec 31, 2021 | FairnessGeneralization Bounds | —Unverified | 0 |
