{"total":17,"rows":[{"id":"2202.01034","title":"Diagnosing failures of fairness transfer across distribution shift in real-world medical settings","created":"2022-02-02","cited_by_count":45,"area":null},{"id":"2107.10171","title":"Leave-one-out Unfairness","created":"2021-07-21","cited_by_count":36,"area":null},{"id":"2205.05763","title":"Individual Fairness Guarantees for Neural Networks","created":"2022-05-11","cited_by_count":23,"area":null},{"id":"2111.13650","title":"Latent Space Smoothing for Individually Fair Representations","created":"2021-11-26","cited_by_count":18,"area":null},{"id":"2402.12572","title":"FairProof : Confidential and Certifiable Fairness for Neural Networks","created":"2024-02-19","cited_by_count":13,"area":null},{"id":"2205.15494","title":"Certifying Some Distributional Fairness with Subpopulation Decomposition","created":"2022-05-31","cited_by_count":11,"area":null},{"id":"2207.06084","title":"Towards A Holistic View of Bias in Machine Learning: Bridging Algorithmic Fairness and Imbalanced Learning","created":"2022-07-13","cited_by_count":10,"area":null},{"id":"2211.15897","title":"Learning Antidote Data to Individual Unfairness","created":"2022-11-29","cited_by_count":8,"area":null},{"id":"2301.11535","title":"Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: A Group-based Perspective","created":"2023-01-27","cited_by_count":8,"area":null},{"id":"2210.15614","title":"Private and Reliable Neural Network Inference","created":"2022-10-27","cited_by_count":7,"area":null},{"id":"2212.10154","title":"Human-Guided Fair Classification for Natural Language Processing","created":"2022-12-20","cited_by_count":5,"area":null},{"id":"2308.08938","title":"Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces","created":"2023-08-17","cited_by_count":4,"area":null},{"id":"2304.10828","title":"Individual Fairness in Bayesian Neural Networks","created":"2023-04-21","cited_by_count":3,"area":null},{"id":"2506.00496","title":"Monitoring Robustness and Individual Fairness","created":"2025-05-31","cited_by_count":3,"area":null},{"id":"2311.11911","title":"Certification of Distributional Individual Fairness","created":"2023-11-20","cited_by_count":2,"area":null},{"id":"2509.26275","title":"Wasserstein Distributionally Robust Optimization Through the Lens of Structural Causal Models and Individual Fairness","created":"2025-09-30","cited_by_count":0,"area":null},{"id":"2604.16780","title":"FairNVT: Fair Classification via Noise Injection in Vision Transformers","created":"2026-04-18","cited_by_count":0,"area":null}],"next_cursor":null}