Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes.

Zhaowei Zhu Yuanshun Yao Jiankai Sun Hang Li Yang Liu

Published in: ICML (2023)

Keyphrases

sensitive attributes
information systems
database
attribute values
privacy preservation
machine learning
genetic algorithm
feature space
social media
differential privacy