collaborators

1 paper

cs.LG2023

FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software

Ying Xiao, Shangwen Wang, Sicen Liu +3

Software built on top of machine learning algorithms is becoming increasingly prevalent in a variety of fields, including college admissions, healthcare, insurance, and justice. Th…