{"total":15,"rows":[{"id":"2205.13972","title":"Counterfactual Fairness with Partially Known Causal Graph","created":"2022-05-27","cited_by_count":20,"area":null},{"id":"2208.03843","title":"Counterfactual Fairness Is Basically Demographic Parity","created":"2022-08-07","cited_by_count":15,"area":null},{"id":"2207.09768","title":"Learning Counterfactually Invariant Predictors","created":"2022-07-20","cited_by_count":10,"area":null},{"id":"2311.18460","title":"Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework","created":"2023-11-30","cited_by_count":10,"area":null},{"id":"2410.09600","title":"The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning","created":"2024-10-12","cited_by_count":8,"area":null},{"id":"2307.08484","title":"Navigating Fairness Measures and Trade-Offs","created":"2023-07-17","cited_by_count":5,"area":null},{"id":"2406.09307","title":"What is Fair? Defining Fairness in Machine Learning for Health","created":"2024-06-13","cited_by_count":5,"area":null},{"id":"2307.08519","title":"Results on Counterfactual Invariance","created":"2023-07-17","cited_by_count":4,"area":null},{"id":"2310.17687","title":"Consistent End-to-End Estimation for Counterfactual Fairness","created":"2023-10-26","cited_by_count":4,"area":null},{"id":"2402.02663","title":"Counterfactual Fairness Is Not Demographic Parity, and Other Observations","created":"2024-02-05","cited_by_count":4,"area":null},{"id":"2411.06624","title":"A Review of Fairness and A Practical Guide to Selecting Context-Appropriate Fairness Metrics in Machine Learning","created":"2024-11-10","cited_by_count":3,"area":null},{"id":"2504.19621","title":"AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis","created":"2025-04-28","cited_by_count":2,"area":null},{"id":"2207.04053","title":"On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis","created":"2022-07-08","cited_by_count":0,"area":null},{"id":"2306.00636","title":"Unfair Utilities and First Steps Towards Improving Them","created":"2023-06-01","cited_by_count":0,"area":null},{"id":"2603.24388","title":"Causal Transfer in Medical Image Analysis","created":"2026-03-25","cited_by_count":0,"area":null}],"next_cursor":null}