8 citations · 16 across the 3 of their papers we have counts for
3 papers
math.OC2021
Distributionally Robust Optimal Power Flow with Contextual Information
Adrián Esteban-Pérez, Juan M. Morales
In this paper, we develop a distributionally robust chance-constrained formulation of the Optimal Power Flow problem (OPF) whereby the system operator can leverage contextual infor…
math.OC2020★ 8 cited
Distributionally robust stochastic programs with side information based on trimmings -- Extended version
Adrián Esteban-Pérez, Juan M. Morales
We consider stochastic programs conditional on some covariate information, where the only knowledge of the possible relationship between the uncertain parameters and the covariates…
math.OC2019★ 8 cited
Partition-based Distributionally Robust Optimization via Optimal Transport with Order Cone Constraints
Adrián Esteban-Pérez, Juan M. Morales
In this paper we wish to tackle stochastic programs affected by ambiguity about the probability law that governs their uncertain parameters. Using optimal transport theory, we cons…