Empirical Risk Minimization Under Fairness Constraints.

Michele Donini Luca Oneto Shai Ben-David John Shawe-Taylor Massimiliano Pontil

Published in: NeurIPS (2018)

Keyphrases

empirical risk minimization
uniform convergence
constraint satisfaction
statistical learning theory
empirical risk
learning algorithm
learning problems
learning theory
vc dimension
computationally tractable