1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Smart predict-then-robustly-optimize
Aakil Caunhye, Xuefei Lu, Belen Martin-Barragan
In this paper, we propose and study a robust variant of the smart predict-then-optimize approach that accounts for prediction shifts due to disturbance in the covariate feature spa…
math.OC2021★ 1 cited
Robust Stochastic Optimization with Rare-Event Modeling
Aakil M. Caunhye, Douglas Alem
In this paper, we propose a novel robust stochastic optimization approach with a distinctive consideration for rare events, in which divergence measures are used to bound the event…
math.OC2021
Revisiting Gini for equitable humanitarian logistics
Douglas Alem, Aakil M. Caunhye, Alfredo Moreno
Modeling equity in the allocation of scarce resources is a fast-growing concern in the humanitarian logistics field. The Gini coefficient is one of the most widely recognized measu…