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cs.LG2026
Fusing Backdoors, Machine Learning, and Optimization for Large-Scale Parametric Mixed-Integer Programs
El Mehdi Er Raqabi, Pascal Van Hentenryck
Large-scale optimization problems are often solved repeatedly under similar structural conditions, leading to substantial computational overhead. This occurs in applications such a…
cs.LG2025
A Fair OR-ML Framework for Resource Substitution in Large-Scale Networks
Ved Mohan, El Mehdi Er Raqabi, Pascal Van Hentenryck
Ensuring that the right resource is available at the right location and time remains a major challenge for organizations operating large-scale logistics networks. The challenge com…