OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport

Alireza Pirhadi, Mohammad Hossein Moslemi, Alexander Cloninger +2

Ensuring Conditional Independence (CI) constraints is pivotal for the development of fair and trustworthy machine learning models. In this paper, we introduce \sys, a framework tha…