{"total":23,"rows":[{"id":"2402.01327","title":"Supervised Algorithmic Fairness in Distribution Shifts: A Survey","created":"2024-02-02","cited_by_count":24,"area":null},{"id":"2407.08813","title":"FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification","created":"2024-07-11","cited_by_count":19,"area":null},{"id":"2311.05420","title":"Counterfactually Fair Representation","created":"2023-11-09","cited_by_count":9,"area":null},{"id":"2311.13816","title":"Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously","created":"2023-11-23","cited_by_count":7,"area":null},{"id":"2408.09312","title":"Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously","created":"2024-08-18","cited_by_count":7,"area":null},{"id":"2310.12785","title":"A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier","created":"2023-10-19","cited_by_count":4,"area":null},{"id":"2403.02598","title":"Pooling Image Datasets With Multiple Covariate Shift and Imbalance","created":"2024-03-05","cited_by_count":4,"area":null},{"id":"2405.06816","title":"Non-stationary Domain Generalization: Theory and Algorithm","created":"2024-05-10","cited_by_count":4,"area":null},{"id":"2304.09826","title":"Fairness in AI and Its Long-Term Implications on Society","created":"2023-04-16","cited_by_count":3,"area":null},{"id":"2506.07861","title":"Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective","created":"2025-06-09","cited_by_count":3,"area":null},{"id":"2410.11444","title":"A Theoretical Survey on Foundation Models","created":"2024-10-15","cited_by_count":1,"area":null},{"id":"2507.05823","title":"Fair Domain Generalization: An Information-Theoretic View","created":"2025-07-08","cited_by_count":1,"area":null},{"id":"2509.00658","title":"Face4FairShifts: A Large Image Benchmark for Fairness and Robust Learning across Visual Domains","created":"2025-08-31","cited_by_count":1,"area":null},{"id":"2509.24077","title":"Demographic-Agnostic Fairness without Harm","created":"2025-09-28","cited_by_count":1,"area":null},{"id":"2511.06293","title":"Achieving Fairness Without Harm via Selective Demographic Experts","created":"2025-11-09","cited_by_count":1,"area":null},{"id":"2602.03895","title":"Benchmarking Bias Mitigation Toward Fairness Without Harm from Vision to LVLMs","created":"2026-02-03","cited_by_count":1,"area":null},{"id":"2306.00879","title":"Domain Generalization for Domain-Linked Classes","created":"2023-06-01","cited_by_count":0,"area":null},{"id":"2308.02898","title":"Elucidate Gender Fairness in Singing Voice Transcription","created":"2023-08-05","cited_by_count":0,"area":null},{"id":"2406.05616","title":"Domain Agnostic Conditional Invariant Predictions for Domain Generalization","created":"2024-06-09","cited_by_count":0,"area":null},{"id":"2412.13036","title":"Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm","created":"2024-12-17","cited_by_count":0,"area":null},{"id":"2502.11031","title":"A Critical Review of Predominant Bias in Neural Networks","created":"2025-02-16","cited_by_count":0,"area":null},{"id":"2503.07066","title":"You Only Debias Once: Towards Flexible Accuracy-Fairness Trade-offs at Inference Time","created":"2025-03-10","cited_by_count":0,"area":null},{"id":"2605.12701","title":"Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions","created":"2026-05-12","cited_by_count":0,"area":null}],"next_cursor":null}