| Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation | Jun 26, 2020 | Atari GamesData Augmentation | CodeCode Available | 1 |
| Efficient nonparametric statistical inference on population feature importance using Shapley values | Jun 16, 2020 | Feature ImportanceMortality Prediction | CodeCode Available | 1 |
| Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances | Jun 14, 2020 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| Why Attentions May Not Be Interpretable? | Jun 10, 2020 | Feature Importance | —Unverified | 0 |
| X-SHAP: towards multiplicative explainability of Machine Learning | Jun 8, 2020 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| Nonparametric Feature Impact and Importance | Jun 8, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| Model-agnostic Feature Importance and Effects with Dependent Features -- A Conditional Subgroup Approach | Jun 8, 2020 | Feature Importance | CodeCode Available | 0 |
| Using an interpretable Machine Learning approach to study the drivers of International Migration | Jun 5, 2020 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| COVID-19 diagnosis by routine blood tests using machine learning | Jun 4, 2020 | BIG-bench Machine LearningCOVID-19 Diagnosis | —Unverified | 0 |
| Towards Global Explanations of Convolutional Neural Networks With Concept Attribution | Jun 1, 2020 | Feature Importance | —Unverified | 0 |
