Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values

21 September 2021

Papers citing "Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values"

5 / 5 papers shown

Title
Algorithmic Recourse with Missing Values Kentaro Kanamori Takuya Takagi Ken Kobayashi Yuichi Ike 16 2 0 28 Apr 2023
Dealing with missing data using attention and latent space regularization J. Penny-Dimri Christoph Bergmeir Julian Smith 17 0 0 14 Nov 2022
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness Vincent Jeanselme Maria De-Arteaga Zhe Zhang Jessica Barrett Brian D. M. Tom FaML 31 11 0 13 Aug 2022
Random Forest Missing Data Algorithms Fei Tang H. Ishwaran 48 515 0 19 Jan 2017
MissForest - nonparametric missing value imputation for mixed-type data D. Stekhoven Peter Buhlmann 157 4,191 0 04 May 2011