{"total":14,"rows":[{"id":"2310.06873","title":"A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods","created":"2023-10-09","cited_by_count":39,"area":null},{"id":"2312.11299","title":"Uncertainty-based Fairness Measures","created":"2023-12-18","cited_by_count":15,"area":null},{"id":"2403.10175","title":"A Short Survey on Importance Weighting for Machine Learning","created":"2024-03-15","cited_by_count":15,"area":null},{"id":"2410.01888","title":"Conformal Prediction Sets Can Cause Disparate Impact","created":"2024-10-02","cited_by_count":14,"area":null},{"id":"2308.10984","title":"Debiasing Counterfactuals In the Presence of Spurious Correlations","created":"2023-08-21","cited_by_count":12,"area":null},{"id":"2501.09687","title":"U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection","created":"2025-01-16","cited_by_count":12,"area":null},{"id":"2310.11211","title":"Understanding Fairness Surrogate Functions in Algorithmic Fairness","created":"2023-10-17","cited_by_count":8,"area":null},{"id":"2305.01397","title":"Are demographically invariant models and representations in medical imaging fair?","created":"2023-05-02","cited_by_count":6,"area":null},{"id":"2505.23996","title":"Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs","created":"2025-05-29","cited_by_count":2,"area":null},{"id":"2407.05843","title":"Evaluating the Fairness of Neural Collapse in Medical Image Classification","created":"2024-07-08","cited_by_count":1,"area":null},{"id":"2512.09665","title":"OxEnsemble: Fair Ensembles for Low-Data Classification","created":"2025-12-10","cited_by_count":1,"area":null},{"id":"2510.19893","title":"EQPO: Equitable Group Relative Policy Optimization for Clinical Reasoning","created":"2025-10-22","cited_by_count":0,"area":null},{"id":"2608.18759","title":"Beyond Predictive Fairness: Quantifying Attribution Consistency Across Demographic Groups in Diabetic Retinopathy Screening","created":"2026-08-19","cited_by_count":0,"area":null},{"id":"2609.35541","title":"Learning the Robustness Mechanism with Bilevel Optimization","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}