no code implementations • 12 Jul 2022 • Liam Peet-Pare, Nidhi Hegde, Alona Fyshe
Fairness researchers in machine learning (ML) have coalesced around several fairness criteria which provide formal definitions of what it means for an ML model to be fair.
no code implementations • ICLR 2022 • Kirby Banman, Liam Peet-Pare, Nidhi Hegde, Alona Fyshe, Martha White
In this work, we show that SGDm under covariate shift with a fixed step-size can be unstable and diverge.