Picture for Xianli Zeng

Xianli Zeng

Minimax Optimal Fair Classification with Bounded Demographic Disparity

Add code
Mar 27, 2024
Viaarxiv icon

FairRR: Pre-Processing for Group Fairness through Randomized Response

Add code
Mar 12, 2024
Viaarxiv icon

Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing

Add code
Feb 06, 2024
Viaarxiv icon

Fair Bayes-Optimal Classifiers Under Predictive Parity

Add code
May 15, 2022
Figure 1 for Fair Bayes-Optimal Classifiers Under Predictive Parity
Figure 2 for Fair Bayes-Optimal Classifiers Under Predictive Parity
Figure 3 for Fair Bayes-Optimal Classifiers Under Predictive Parity
Figure 4 for Fair Bayes-Optimal Classifiers Under Predictive Parity
Viaarxiv icon

Bayes-Optimal Classifiers under Group Fairness

Add code
Mar 11, 2022
Figure 1 for Bayes-Optimal Classifiers under Group Fairness
Figure 2 for Bayes-Optimal Classifiers under Group Fairness
Figure 3 for Bayes-Optimal Classifiers under Group Fairness
Figure 4 for Bayes-Optimal Classifiers under Group Fairness
Viaarxiv icon