Scaling Decision-Focused Learning to Large Problems with Lagrangian Decomposition

Stéphane Eilles-Chan Way, Hugo Percot, Quentin Cappart +2

Decision-focused learning has shown great promise for addressing predict-then-optimize problems, particularly in the presence of under-specified models. However, its practical depl…