Supervised Algorithmic Fairness in Distribution Shifts: A Survey

2 February 2024

Papers citing "Supervised Algorithmic Fairness in Distribution Shifts: A Survey"

8 / 8 papers shown

Title
Hypergraph-Based Dynamic Graph Node Classification Xiaoxu Ma Chen Zhao Minglai Shao Yujie Lin 44 0 0 31 Dec 2024
MLDGG: Meta-Learning for Domain Generalization on Graphs Q. Tian Chen Zhao Minglai Shao Wenjun Wang Yujie Lin Dong Li OOD AI4CE 82 1 0 19 Nov 2024
Feature-Space Semantic Invariance: Enhanced OOD Detection for Open-Set Domain Generalization Haoliang Wang Chen Zhao Feng Chen 29 1 0 11 Nov 2024
FEED: Fairness-Enhanced Meta-Learning for Domain Generalization Kai Jiang Chen Zhao Haoliang Wang Feng Chen OOD FedML 35 3 0 02 Nov 2024
Learning Fair Invariant Representations under Covariate and Correlation Shifts Simultaneously Dong Li Chen Zhao Minglai Shao Wenjun Wang OOD FaML 32 2 0 18 Aug 2024
Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously Chengli Zhao Kai Jiang Xintao Wu Haoliang Wang Latifur Khan Christan Earl Grant Feng Chen OOD 29 4 0 23 Nov 2023
Adaptive Fairness-Aware Online Meta-Learning for Changing Environments Chenxu Zhao Feng Mi Xintao Wu Kai Jiang Latifur Khan Feng Chen CLL 49 21 0 20 May 2022
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings Jessica Schrouff Natalie Harris Oluwasanmi Koyejo Ibrahim M. Alabdulmohsin Eva Schnider ... Vivek Natarajan Alan Karthikesalingam Katherine A. Heller Silvia Chiappa Alexander DÁmour OOD 51 53 0 02 Feb 2022