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math.OC2023
Comparing BilevelJuMP.jl Formulations: Support Vector Regression Hyperparameter Tuning
Joaquim Dias Garcia, Guilherme Bodin, Alexandre Street
In this technical report, we compare multiple reformulation techniques and solvers that can be used with the Julia package BilevelJuMP. We focus on the special case of Hyperparamet…
math.OC2022★ 6 cited
BilevelJuMP.jl: Modeling and Solving Bilevel Optimization in Julia
Joaquim Dias Garcia, Guilherme Bodin, Alexandre Street
In this paper we present BilevelJuMP, a new Julia package to support bilevel optimization within the JuMP framework. The package is a Julia library that enables the user to describ…