Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction

Jake Roth, Ying Cui

Superquantiles have recently gained significant interest as a risk-aware metric for addressing fairness and distribution shifts in statistical learning and decision making problems…