Decision-focused predictions via pessimistic bilevel optimization: complexity and algorithms

Víctor Bucarey, Sophia Calderón, Gonzalo Muñoz +1

Dealing with uncertainty in optimization parameters is an important and longstanding challenge. Typically, uncertain parameters are predicted accurately, and then a deterministic o…