| Improved Generalization Bound for Deep Neural Networks Using Geometric Functional Analysis | Sep 29, 2021 | Generalization Bounds | —Unverified | 0 |
| Two Regimes of Generalization for Non-Linear Metric Learning | Sep 29, 2021 | Generalization BoundsMetric Learning | —Unverified | 0 |
| Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms | Sep 29, 2021 | Generalization BoundsOpen-Ended Question Answering | —Unverified | 0 |
| Improved Generalization Risk Bounds for Meta-Learning with PAC-Bayes-kl Analysis | Sep 29, 2021 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Huber Additive Models for Non-stationary Time Series Analysis | Sep 29, 2021 | Additive modelsCausal Discovery | —Unverified | 0 |
| Theoretical Analysis of Consistency Regularization with Limited Augmented Data | Sep 29, 2021 | Data AugmentationGeneralization Bounds | —Unverified | 0 |
| Theoretical understanding of adversarial reinforcement learning via mean-field optimal control | Sep 29, 2021 | Generalization Boundsreinforcement-learning | —Unverified | 0 |
| High Probability Generalization Bounds for Minimax Problems with Fast Rates | Sep 29, 2021 | Distributed ComputingGeneralization Bounds | —Unverified | 0 |
| Fairness-aware Federated Learning | Sep 29, 2021 | FairnessFederated Learning | —Unverified | 0 |
| Optimization and Adaptive Generalization of Three layer Neural Networks | Sep 29, 2021 | Generalization Bounds | —Unverified | 0 |
