| 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 |
