| Rule induction for global explanation of trained models | Aug 29, 2018 | Feature Importancetext-classification | CodeCode Available | 0 |
| L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data | Aug 8, 2018 | Feature Importance | CodeCode Available | 0 |
| Regional Multi-scale Approach for Visually Pleasing Explanations of Deep Neural Networks | Jul 31, 2018 | Feature Importance | —Unverified | 0 |
| PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques | Jul 22, 2018 | Feature Importance | —Unverified | 0 |
| Knockoffs for the mass: new feature importance statistics with false discovery guarantees | Jul 17, 2018 | Feature Importancevalid | —Unverified | 0 |
| A Benchmark for Interpretability Methods in Deep Neural Networks | Jun 28, 2018 | Feature Importanceimage-classification | CodeCode Available | 0 |
| Visualizing the Feature Importance for Black Box Models | Apr 18, 2018 | Feature Importance | CodeCode Available | 0 |
| Predicting Good Configurations for GitHub and Stack Overflow Topic Models | Apr 13, 2018 | Feature ImportanceTopic Models | —Unverified | 0 |
| A Dynamic-Adversarial Mining Approach to the Security of Machine Learning | Mar 24, 2018 | BIG-bench Machine LearningDrift Detection | —Unverified | 0 |
| SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping | Mar 14, 2018 | Feature Importance | —Unverified | 0 |
