{"total":37,"rows":[{"id":"2210.11841","title":"Diffusion Visual Counterfactual Explanations","created":"2022-10-21","cited_by_count":96,"area":null},{"id":"2202.10166","title":"Diffusion Causal Models for Counterfactual Estimation","created":"2022-02-21","cited_by_count":87,"area":null},{"id":"2108.00783","title":"CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms","created":"2021-08-02","cited_by_count":86,"area":null},{"id":"2306.15764","title":"High Fidelity Image Counterfactuals with Probabilistic Causal Models","created":"2023-06-27","cited_by_count":53,"area":null},{"id":"2205.07972","title":"Sparse Visual Counterfactual Explanations in Image Space","created":"2022-05-16","cited_by_count":30,"area":null},{"id":"2206.05075","title":"Diffeomorphic Counterfactuals with Generative Models","created":"2022-06-10","cited_by_count":29,"area":null},{"id":"2206.05487","title":"Scientific Inference With Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena","created":"2022-06-11","cited_by_count":21,"area":null},{"id":"2109.07557","title":"CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations","created":"2021-09-15","cited_by_count":17,"area":null},{"id":"2107.09734","title":"Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions","created":"2021-07-20","cited_by_count":16,"area":null},{"id":"2410.12591","title":"Rethinking Visual Counterfactual Explanations Through Region Constraint","created":"2024-10-16","cited_by_count":14,"area":null},{"id":"2212.08733","title":"Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ","created":"2022-12-16","cited_by_count":12,"area":null},{"id":"2308.08187","title":"Endogenous Macrodynamics in Algorithmic Recourse","created":"2023-08-16","cited_by_count":9,"area":null},{"id":"2107.08756","title":"Attribution of Predictive Uncertainties in Classification Models","created":"2021-07-19","cited_by_count":8,"area":null},{"id":"2111.00177","title":"On Quantitative Evaluations of Counterfactuals","created":"2021-10-30","cited_by_count":7,"area":null},{"id":"2111.15639","title":"DeDUCE: Generating Counterfactual Explanations Efficiently","created":"2021-11-29","cited_by_count":6,"area":null},{"id":"2207.05161","title":"What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization","created":"2022-07-11","cited_by_count":5,"area":null},{"id":"2310.01684","title":"Designing User-Centric Behavioral Interventions to Prevent Dysglycemia with Novel Counterfactual Explanations","created":"2023-10-02","cited_by_count":5,"area":null},{"id":"2312.10648","title":"Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals","created":"2023-12-17","cited_by_count":5,"area":null},{"id":"2504.09846","title":"GlyTwin: Digital Twin for Glucose Control in Type 1 Diabetes Through Optimal Behavioral Modifications Using Patient-Centric Counterfactuals","created":"2025-04-14","cited_by_count":5,"area":null},{"id":"2505.07351","title":"From Search To Sampling: Generative Models For Robust Algorithmic Recourse","created":"2025-05-12","cited_by_count":5,"area":null},{"id":"2308.07198","title":"Explaining Black-Box Models through Counterfactuals","created":"2023-08-14","cited_by_count":4,"area":null},{"id":"2401.11394","title":"Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset","created":"2024-01-21","cited_by_count":4,"area":null},{"id":"2403.09232","title":"Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes","created":"2024-03-14","cited_by_count":4,"area":null},{"id":"2502.17007","title":"Uncertainty Quantification as a Principled Foundation for Explainable Artificial Intelligence: A Case Study of Counterfactual Explanations","created":"2025-02-24","cited_by_count":2,"area":null},{"id":"2603.26838","title":"Concerning Uncertainty -- A Systematic Survey of Uncertainty-Aware XAI","created":"2026-03-27","cited_by_count":2,"area":null},{"id":"2504.02606","title":"Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification","created":"2025-04-03","cited_by_count":1,"area":null},{"id":"2507.09881","title":"Counterfactual Visual Explanation via Causally-Guided Adversarial Steering","created":"2025-07-14","cited_by_count":1,"area":null},{"id":"2601.16659","title":"Provably Robust Bayesian Counterfactual Explanations under Model Changes","created":"2026-01-23","cited_by_count":1,"area":null},{"id":"2111.11055","title":"Dense Uncertainty Estimation via an Ensemble-based Conditional Latent Variable Model","created":"2021-11-22","cited_by_count":0,"area":null},{"id":"2210.08902","title":"Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations","created":"2022-10-17","cited_by_count":0,"area":null},{"id":"2211.02151","title":"Decomposing Counterfactual Explanations for Consequential Decision Making","created":"2022-11-03","cited_by_count":0,"area":null},{"id":"2211.15370","title":"Clarity: an improved gradient method for producing quality visual counterfactual explanations","created":"2022-11-22","cited_by_count":0,"area":null},{"id":"2302.05196","title":"Two-step counterfactual generation for OOD examples","created":"2023-02-10","cited_by_count":0,"area":null},{"id":"2402.01607","title":"Natural Counterfactuals With Necessary Backtracking","created":"2024-02-02","cited_by_count":0,"area":null},{"id":"2510.19754","title":"CONFEX: Uncertainty-Aware Counterfactual Explanations with Conformal Guarantees","created":"2025-10-22","cited_by_count":0,"area":null},{"id":"2601.16205","title":"Counterfactual Training: Teaching Models Plausible and Actionable Explanations","created":"2026-01-22","cited_by_count":0,"area":null},{"id":"2609.07917","title":"AVCG: A Generalized Variational Framework for Counterfactual Generation under Hypothesis Distributions","created":"2026-09-07","cited_by_count":0,"area":null}],"next_cursor":null}