| A Rademacher Complexity Based Method fo rControlling Power and Confidence Level in Adaptive Statistical Analysis | Oct 4, 2019 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds for Convolutional Neural Networks | Oct 3, 2019 | Generalization Boundsimage-classification | —Unverified | 0 |
| Partial differential equation regularization for supervised machine learning | Oct 3, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Margin-Based Generalization Lower Bounds for Boosted Classifiers | Sep 27, 2019 | Generalization Bounds | —Unverified | 0 |
| Wide Neural Networks are Interpolating Kernel Methods: Impact of Initialization on Generalization | Sep 25, 2019 | Generalization Bounds | —Unverified | 0 |
| Knowledge Graph Embedding: A Probabilistic Perspective and Generalization Bounds | Sep 25, 2019 | Generalization BoundsGraph Embedding | —Unverified | 0 |
| A Mechanism of Implicit Regularization in Deep Learning | Sep 25, 2019 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 |
| PAC-Bayesian Neural Network Bounds | Sep 25, 2019 | Generalization Bounds | —Unverified | 0 |
| A Uniform Generalization Error Bound for Generative Adversarial Networks | Sep 25, 2019 | Generalization Bounds | —Unverified | 0 |
