Decision-Focused Federated Learning Under Heterogeneous Objectives and Constraints

Konstantinos Ziliaskopoulos, Alexander Vinel

We consider Decision-Focused Federated Learning (DFFL), a predict-then-optimize setting in which multiple clients collaboratively train predictive models for downstream linear opti…