| Faking feature importance: A cautionary tale on the use of differentially-private synthetic data | Mar 2, 2022 | Feature ImportancePrivacy Preserving | —Unverified | 0 |
| MUC-driven Feature Importance Measurement and Adversarial Analysis for Random Forest | Feb 25, 2022 | Feature ImportanceLogical Reasoning | —Unverified | 0 |
| Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations | Feb 24, 2022 | Explainable Artificial Intelligence (XAI)Feature Importance | —Unverified | 0 |
| Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses | Feb 19, 2022 | DescriptiveEmotion Recognition | CodeCode Available | 1 |
| Study of Feature Importance for Quantum Machine Learning Models | Feb 18, 2022 | BIG-bench Machine LearningDiversity | —Unverified | 0 |
| Towards a consistent interpretation of AIOps models | Feb 4, 2022 | Feature Importance | —Unverified | 0 |
| The impact of feature importance methods on the interpretation of defect classifiers | Feb 4, 2022 | Feature Importance | —Unverified | 0 |
| Novel Machine Learning Approaches for Improving the Reproducibility and Reliability of Functional and Effective Connectivity from Functional MRI | Jan 31, 2022 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games | Jan 28, 2022 | AttributeFeature Importance | CodeCode Available | 1 |
| Rethinking Attention-Model Explainability through Faithfulness Violation Test | Jan 28, 2022 | DiagnosticFeature Importance | CodeCode Available | 1 |
