Josh Rubin

Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases

2022 · arXiv (Cornell University)

As machine learning (ML) systems become increasingly widespread, it is necessary to audit these systems for biases prior to their deployment. Recent research has developed algorithms for effectively identifying intersectional bias in the form of …