| Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications | Jun 26, 2020 | Dimensionality ReductionDisentanglement | —Unverified | 0 |
| Ensuring Learning Guarantees on Concept Drift Detection with Statistical Learning Theory | Jun 24, 2020 | Drift DetectionLearning Theory | —Unverified | 0 |
| Good Classifiers are Abundant in the Interpolating Regime | Jun 22, 2020 | Learning Theory | —Unverified | 0 |
| An Optimal Elimination Algorithm for Learning a Best Arm | Jun 20, 2020 | Learning TheoryPAC learning | —Unverified | 0 |
| Logic of Machine Learning | Jun 16, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Estimates on Learning Rates for Multi-Penalty Distribution Regression | Jun 16, 2020 | Learning Theoryregression | —Unverified | 0 |
| Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation | Jun 11, 2020 | Learning Theoryreinforcement-learning | —Unverified | 0 |
| Why Mixup Improves the Model Performance | Jun 11, 2020 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Optimization Theory for ReLU Neural Networks Trained with Normalization Layers | Jun 11, 2020 | Learning Theory | —Unverified | 0 |
| On the Maximum Mutual Information Capacity of Neural Architectures | Jun 10, 2020 | Learning Theory | —Unverified | 0 |
