{"total":15,"rows":[{"id":"2207.07068","title":"Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey","created":"2022-07-14","cited_by_count":125,"area":null},{"id":"2102.12586","title":"A Stochastic Optimization Framework for Fair Risk Minimization","created":"2021-02-24","cited_by_count":26,"area":null},{"id":"2106.07057","title":"FairCanary: Rapid Continuous Explainable Fairness","created":"2021-06-13","cited_by_count":12,"area":null},{"id":"2307.11333","title":"Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition","created":"2023-07-21","cited_by_count":10,"area":null},{"id":"2302.10701","title":"Scalable Infomin Learning","created":"2023-02-21","cited_by_count":8,"area":null},{"id":"2406.04562","title":"A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition","created":"2024-06-07","cited_by_count":3,"area":null},{"id":"2406.16738","title":"Inducing Group Fairness in Prompt-Based Language Model Decisions","created":"2024-06-24","cited_by_count":3,"area":null},{"id":"2311.05866","title":"Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes","created":"2023-11-10","cited_by_count":2,"area":null},{"id":"2104.04353","title":"Implementing Fair Regression In The Real World","created":"2021-04-09","cited_by_count":1,"area":null},{"id":"2207.09833","title":"AI Fairness: from Principles to Practice","created":"2022-07-20","cited_by_count":1,"area":null},{"id":"2307.05728","title":"Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification","created":"2023-07-11","cited_by_count":1,"area":null},{"id":"2309.11682","title":"Dr. FERMI: A Stochastic Distributionally Robust Fair Empirical Risk Minimization Framework","created":"2023-09-20","cited_by_count":1,"area":null},{"id":"2506.11627","title":"Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression","created":"2025-06-13","cited_by_count":1,"area":null},{"id":"2403.16201","title":"From Discrete to Continuous: Deep Fair Clustering With Transferable Representations","created":"2024-03-24","cited_by_count":0,"area":null},{"id":"2512.24747","title":"Fairness-Aware Insurance Pricing: A Multi-Objective Optimization Approach","created":"2025-12-31","cited_by_count":0,"area":null}],"next_cursor":null}