Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements

Alex Beutel, Jilin Chen, Tulsee Doshi +6

As more researchers have become aware of and passionate about algorithmic fairness, there has been an explosion in papers laying out new metrics, suggesting algorithms to address i…