Omri Ben-Dov

@omribendov.bsky.social

19 Followers 41 Following

PhD student at the Max Planck Institute for Intelligent Systems https://beomri.github.io/

Our proposed method are more efficient (requiring less label flips) than random flipping to arrive at the same level of fairness
A classifier has an error of 0.15 and unfairness violation of 0.13, while the same classifier, on data with 6 relabeled samples, have the the same error but 0.03 fairness violation.