| Ranking Feature-Block Importance in Artificial Multiblock Neural Networks | Sep 21, 2021 | Feature Importance | CodeCode Available | 0 |
| Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification | Sep 15, 2021 | Feature EngineeringFeature Importance | —Unverified | 0 |
| Automatic Componentwise Boosting: An Interpretable AutoML System | Sep 12, 2021 | AutoMLFeature Importance | —Unverified | 0 |
| Feature Importance in Gradient Boosting Trees with Cross-Validation Feature Selection | Sep 12, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| Model Explanations via the Axiomatic Causal Lens | Sep 8, 2021 | Feature Importancemodel | CodeCode Available | 0 |
| Optimizing model-agnostic Random Subspace ensembles | Sep 7, 2021 | Feature Importancefeature selection | CodeCode Available | 0 |
| Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud | Sep 7, 2021 | Bias DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process | Sep 3, 2021 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| Inferring feature importance with uncertainties in high-dimensional data | Sep 2, 2021 | Feature ImportanceVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Discretized Integrated Gradients for Explaining Language Models | Aug 31, 2021 | Feature ImportanceSentiment Analysis | CodeCode Available | 1 |
| Feature Importance in a Deep Learning Climate Emulator | Aug 27, 2021 | Deep LearningFeature Importance | —Unverified | 0 |
| Data-driven advice for interpreting local and global model predictions in bioinformatics problems | Aug 13, 2021 | Feature Importance | —Unverified | 0 |
| Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition | Aug 11, 2021 | AttributeFairness | —Unverified | 0 |
| Improved Feature Importance Computations for Tree Models: Shapley vs. Banzhaf | Aug 9, 2021 | Feature Importance | —Unverified | 0 |
| Locally Interpretable One-Class Anomaly Detection for Credit Card Fraud Detection | Aug 5, 2021 | Anomaly DetectionData Augmentation | CodeCode Available | 0 |
| Temporal Dependencies in Feature Importance for Time Series Predictions | Jul 29, 2021 | Feature ImportanceTime Series | CodeCode Available | 1 |
| Feature Importance-aware Transferable Adversarial Attacks | Jul 29, 2021 | Feature Importance | CodeCode Available | 1 |
| Joint Shapley values: a measure of joint feature importance | Jul 23, 2021 | Feature Importance | CodeCode Available | 1 |
| Explainable Debugger for Black-box Machine Learning Models | Jul 18, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 |
| One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images | Jul 11, 2021 | AllFeature Importance | —Unverified | 0 |
| Feature importance recap and stacking models for forex price prediction | Jul 6, 2021 | Deep LearningFeature Importance | —Unverified | 0 |
| ControlBurn: Feature Selection by Sparse Forests | Jul 1, 2021 | Feature Importancefeature selection | CodeCode Available | 1 |
| Feature Importance Guided Attack: A Model Agnostic Adversarial Attack | Jun 28, 2021 | Adversarial AttackFeature Importance | —Unverified | 0 |
| Interpreting Criminal Charge Prediction and Its Algorithmic Bias via Quantum-Inspired Complex Valued Networks | Jun 25, 2021 | Decision MakingFeature Importance | —Unverified | 0 |
| Machine learning to tame divergent density functional approximations: a new path to consensus materials design principles | Jun 24, 2021 | Feature Importance | —Unverified | 0 |
