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| Logic of Machine Learning | Jun 16, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
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| Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks | Jun 15, 2020 | Learning TheoryTransductive Learning | CodeCode Available | 1 |
| Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation | Jun 11, 2020 | Learning Theoryreinforcement-learning | —Unverified | 0 |
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| Why Mixup Improves the Model Performance | Jun 11, 2020 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Binary Classification with Classical Instances and Quantum Labels | Jun 10, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| On the Maximum Mutual Information Capacity of Neural Architectures | Jun 10, 2020 | Learning Theory | —Unverified | 0 |
| Foreseeing the Benefits of Incidental Supervision | Jun 9, 2020 | InformativenessLearning Theory | CodeCode Available | 0 |
