no code implementations • 28 Dec 2023 • James Kotary, Jacob Christopher, My H Dinh, Ferdinando Fioretto
The integration of constrained optimization models as components in deep networks has led to promising advances on many specialized learning tasks.
no code implementations • 22 Nov 2023 • James Kotary, Vincenzo Di Vito, Jacob Christopher, Pascal Van Hentenryck, Ferdinando Fioretto
This paper proposes an alternative method, in which optimal solutions are learned directly from the observable features by predictive models.
