An Axiomatic Approach to Loss Aggregation and an Adapted Aggregating Algorithm

Armando J. Cabrera Pacheco, Rabanus Derr, Robert C. Williamson

Supervised learning has gone beyond the expected risk minimization framework. Central to most of these developments is the introduction of more general aggregation functions for lo…