2 papers
cs.LG2026
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…
math.DS2026
Bucket Brigades: Uniqueness of the Fixed Point and Three-Worker Asymptotics
Yasser Alghouass, Abderrahmane Driouch, Mohammed Lagmah +1
A standard organization of production lines exhibiting self-balancing behavior is given by bucket brigades. Their study in operations research was initiated by the foundational wor…