Asking the Crowd the Right Question: Bias-Cancelling Weights for Federated Learning

Ilya Kuruzov, Dmitrii Vishovan, Kirill Novoselov +3

A federated objective is a weighted sum of client risks, and the weights are almost always fixed in advance. We treat them instead as the only instrument of a wisdom-of-crowds mech…