{"total":21,"rows":[{"id":"2209.04012","title":"From Shapley Values to Generalized Additive Models and back","created":"2022-09-08","cited_by_count":60,"area":null},{"id":"2207.02739","title":"Robust Counterfactual Explanations for Tree-Based Ensembles","created":"2022-07-06","cited_by_count":49,"area":null},{"id":"2305.11997","title":"Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees","created":"2023-05-19","cited_by_count":45,"area":null},{"id":"2302.08160","title":"The Inadequacy of Shapley Values for Explainability","created":"2023-02-16","cited_by_count":31,"area":null},{"id":"2208.14137","title":"On the Trade-Off between Actionable Explanations and the Right to be Forgotten","created":"2022-08-30","cited_by_count":20,"area":null},{"id":"2205.12423","title":"Deletion and Insertion Tests in Regression Models","created":"2022-05-25","cited_by_count":14,"area":null},{"id":"2302.03225","title":"Efficient XAI Techniques: A Taxonomic Survey","created":"2023-02-07","cited_by_count":14,"area":null},{"id":"2207.05566","title":"BASED-XAI: Breaking Ablation Studies Down for Explainable Artificial Intelligence","created":"2022-07-12","cited_by_count":13,"area":null},{"id":"2303.01928","title":"Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values","created":"2023-03-03","cited_by_count":7,"area":null},{"id":"2301.08833","title":"Bayesian Hierarchical Models for Counterfactual Estimation","created":"2023-01-21","cited_by_count":6,"area":null},{"id":"2311.07763","title":"The Disagreement Problem in Faithfulness Metrics","created":"2023-11-13","cited_by_count":6,"area":null},{"id":"2309.03041","title":"A Refutation of Shapley Values for Explainability","created":"2023-09-06","cited_by_count":4,"area":null},{"id":"2303.04209","title":"Causal Dependence Plots","created":"2023-03-07","cited_by_count":3,"area":null},{"id":"2407.11426","title":"Generally-Occurring Model Change for Robust Counterfactual Explanations","created":"2024-07-16","cited_by_count":2,"area":null},{"id":"2309.16146","title":"T-COL: Generating Counterfactual Explanations for General User Preferences on Variable Machine Learning Systems","created":"2023-09-28","cited_by_count":1,"area":null},{"id":"2401.03128","title":"Manifold-based Shapley for SAR Recognization Network Explanation","created":"2024-01-06","cited_by_count":1,"area":null},{"id":"2307.06941","title":"On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations","created":"2023-07-13","cited_by_count":0,"area":null},{"id":"2403.07486","title":"XpertAI: uncovering regression model strategies for sub-manifolds","created":"2024-03-12","cited_by_count":0,"area":null},{"id":"2508.11959","title":"Rigorous Feature Importance Scores based on Shapley Value and Banzhaf Index","created":"2025-08-16","cited_by_count":0,"area":null},{"id":"2602.22902","title":"A Data-Driven Approach to Support Clinical Renal Replacement Therapy","created":"2026-02-26","cited_by_count":0,"area":null},{"id":"2606.15273","title":"Feature Attribution in Directed Acyclic Graphs Using Edge Intervention","created":"2026-06-13","cited_by_count":0,"area":null}],"next_cursor":null}