Ali İrfan Mahmutoğulları

Solver-Free Decision-Focused Learning for Linear Optimization Problems

Mathematical optimization is a fundamental tool for decision-making in a wide range of applications. However, in many real-world scenarios, the parameters of the optimization problem are not known a priori and must be predicted from contextual features. This gives rise to predict-then-optimize probl…