CG4AI: A Column Generation Framework for Training AI Models Under Constraints

Youcef Magnouche, Abderrahmane Driouch, Sébastien Martin +1

Standard machine-learning training minimizes a loss function over a dataset, but does not guarantee that the resulting model will satisfy predefined rules or constraints on its out…