90% of the work ought to go into figuring out what fairness measure you want and why. Not so easy. Also not really a “math problem.” Most ML papers on fairness just solve math problems.
90% of the work ought to go into figuring out what fairness measure you want and why. Not so easy. Also not really a “math problem.” Most ML papers on fairness just solve math problems.