Fairness Without Harm: An Influence-Guided Active Sampling Approach

no code implementations • 20 Feb 2024 • Jinlong Pang, Jialu Wang, Zhaowei Zhu, Yuanshun Yao, Chen Qian, Yang Liu

In this work, we aim to train models that mitigate group fairness disparity without causing harm to model accuracy.

Active Learning Attribute +1