When majority rules, minority loses: bias amplification of gradient descent

François Bachoc, Jérôme Bolte, Ryan Boustany +1

Despite growing empirical evidence of bias amplification in machine learning, its theoretical foundations remain poorly understood. We develop a formal framework for majority-minor…