| Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint | Jul 24, 2020 | ClusteringFeature Importance | CodeCode Available | 0 |
| What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models | Apr 29, 2025 | counterfactualFeature Importance | CodeCode Available | 0 |
| FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation | Jan 1, 2025 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Ranking Social Media News Feeds: A Comparative Study of Personalized and Non-personalized Prediction Models | Mar 12, 2022 | Feature ImportanceNews Recommendation | CodeCode Available | 0 |
| An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated Text | Aug 26, 2024 | Feature ImportanceLanguage Modeling | CodeCode Available | 0 |
| A Guide to Feature Importance Methods for Scientific Inference | Apr 19, 2024 | Feature Importance | CodeCode Available | 0 |
| Model-agnostic Feature Importance and Effects with Dependent Features -- A Conditional Subgroup Approach | Jun 8, 2020 | Feature Importance | CodeCode Available | 0 |
| An ensemble meta-estimator to predict source code testability | Aug 20, 2022 | Feature Importanceregression | CodeCode Available | 0 |
| Model-agnostic variable importance for predictive uncertainty: an entropy-based approach | Oct 19, 2023 | Feature Importance | CodeCode Available | 0 |
| Variable Importance Matching for Causal Inference | Feb 23, 2023 | Causal InferenceFeature Importance | CodeCode Available | 0 |
| From Feature Importance to Natural Language Explanations Using LLMs with RAG | Jul 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Feature Importance Disparities for Data Bias Investigations | Mar 3, 2023 | AttributeFairness | CodeCode Available | 0 |
| SHAP-XRT: The Shapley Value Meets Conditional Independence Testing | Jul 14, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Model Explanations via the Axiomatic Causal Lens | Sep 8, 2021 | Feature Importancemodel | CodeCode Available | 0 |
| Solving Offline Reinforcement Learning with Decision Tree Regression | Jan 21, 2024 | D4RLFeature Importance | CodeCode Available | 0 |
| Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods | Oct 13, 2022 | Abstractive Text SummarizationFeature Importance | CodeCode Available | 0 |
| GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection | Nov 16, 2023 | Feature ImportanceOut-of-Distribution Detection | CodeCode Available | 0 |
| Consistent feature attribution for tree ensembles | Jun 19, 2017 | ClusteringFeature Importance | CodeCode Available | 0 |
| Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data | May 17, 2022 | Anomaly DetectionFeature Importance | CodeCode Available | 0 |
| Variable Selection with Copula Entropy | Oct 28, 2019 | Explainable ModelsFeature Importance | CodeCode Available | 0 |
| GLANCE: Global to Local Architecture-Neutral Concept-based Explanations | Jul 5, 2022 | DisentanglementFeature Importance | CodeCode Available | 0 |
| Relative Feature Importance | Jul 16, 2020 | Feature ImportanceInterpretable Machine Learning | CodeCode Available | 0 |
| An Annotated Corpus of Textual Explanations for Clinical Decision Support | Jun 1, 2022 | Explainable Artificial Intelligence (XAI)Feature Importance | CodeCode Available | 0 |
| Confident Feature Ranking | Jul 28, 2023 | Feature Importance | CodeCode Available | 0 |
| Tell Me a Story! Narrative-Driven XAI with Large Language Models | Sep 29, 2023 | counterfactualFeature Importance | CodeCode Available | 0 |
