Assessing Fairness in the Presence of Missing Data

7 December 2021

Papers citing "Assessing Fairness in the Presence of Missing Data"

6 / 6 papers shown

Title
Fairness Risks for Group-conditionally Missing Demographics Kaiqi Jiang Wenzhe Fan Mao Li Xinhua Zhang 102 0 0 20 Feb 2024
Better Fair than Sorry: Adversarial Missing Data Imputation for Fair GNNs Debolina Halder Lina Arlei Silva 18 0 0 02 Nov 2023
Algorithmic Recourse with Missing Values Kentaro Kanamori Takuya Takagi Ken Kobayashi Yuichi Ike 28 2 0 28 Apr 2023
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness Vincent Jeanselme Maria De-Arteaga Zhe Zhang Jessica Barrett Brian D. M. Tom FaML 35 11 0 13 Aug 2022
Bounding and Approximating Intersectional Fairness through Marginal Fairness M. Molina P. Loiseau 24 8 0 12 Jun 2022
MissForest - nonparametric missing value imputation for mixed-type data D. Stekhoven Peter Buhlmann 157 4,220 0 04 May 2011