Compatibility and Exclusivity of Loss Functions under Statistical Optimality

Stanisław M. S. Halkiewicz

In applications a loss is usually chosen from a family, like a quantile level, a robustness threshold or a surrogate margin loss. In this paper, we ask which of these choices chang…