| Sharper bounds for uniformly stable algorithms | Oct 17, 2019 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Partial differential equation regularization for supervised machine learning | Oct 3, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Siamese Networks: The Tale of Two Manifolds | Oct 1, 2019 | Fine-Grained Image Classificationimage-classification | —Unverified | 0 |
| Truth or Backpropaganda? An Empirical Investigation of Deep Learning Theory | Oct 1, 2019 | Deep LearningLearning Theory | CodeCode Available | 0 |
| Knowledge Graph Embedding: A Probabilistic Perspective and Generalization Bounds | Sep 25, 2019 | Generalization BoundsGraph Embedding | —Unverified | 0 |
| The Frechet Distance of training and test distribution predicts the generalization gap | Sep 25, 2019 | Learning TheoryTransfer Learning | —Unverified | 0 |
| ShardNet: One Filter Set to Rule Them All | Sep 25, 2019 | AllLearning Theory | —Unverified | 0 |
| Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network | Sep 25, 2019 | Learning Theory | —Unverified | 0 |
| Deep Neural Networks for Choice Analysis: A Statistical Learning Theory Perspective | Sep 16, 2019 | Demand ForecastingLearning Theory | —Unverified | 0 |
| On the Hardness of Robust Classification | Sep 12, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
