| 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 |
| Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps | May 18, 2020 | Atari GamesDecision Making | CodeCode Available | 0 |
| Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations | Apr 22, 2020 | Feature Importance | —Unverified | 0 |
| Identifying Semantically Duplicate Questions Using Data Science Approach: A Quora Case Study | Apr 18, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Explainable Image Classification with Evidence Counterfactual | Apr 16, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Unpack Local Model Interpretation for GBDT | Apr 3, 2020 | Feature Importancemodel | —Unverified | 0 |
| Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: application to evolutionary modeling of clinical pathways | Apr 2, 2020 | ClusteringFeature Importance | —Unverified | 0 |
