| 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 |
| Efficient and Reliable Overlay Networks for Decentralized Federated Learning | Dec 12, 2021 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Generalization Error Bounds for Iterative Recovery Algorithms Unfolded as Neural Networks | Dec 8, 2021 | Dictionary LearningGeneralization Bounds | —Unverified | 0 |
| Generalization Guarantee of SGD for Pairwise Learning | Dec 1, 2021 | Generalization BoundsMetric Learning | —Unverified | 0 |
| Generalization Bounds for (Wasserstein) Robust Optimization | Dec 1, 2021 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic | Dec 1, 2021 | Generalization BoundsGraph Embedding | —Unverified | 0 |
| Towards Sharper Generalization Bounds for Structured Prediction | Dec 1, 2021 | Generalization BoundsPrediction | —Unverified | 0 |
| Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning | Dec 1, 2021 | Generalization BoundsMetric Learning | —Unverified | 0 |
| On Predicting Generalization using GANs | Nov 28, 2021 | Generalization BoundsGenerative Adversarial Network | —Unverified | 0 |
