Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale

Akshaj Kumar Veldanda, Ivan Brugere, Jiahao Chen +3

The success of DNNs is driven by the counter-intuitive ability of over-parameterized networks to generalize, even when they perfectly fit the training data. In practice, test error…