A new framework, ILRO, trains cost predictors through a robust linear program, with a convex surrogate and consistency and convergence guarantees under stated conditions.
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Integrated Learning and Robust Optimization
A new framework, ILRO, trains cost predictors through a robust linear program, with a convex surrogate and consistency and convergence guarantees under stated conditions.