Semantic Objective Functions: A distribution-aware method for adding logical constraints in deep learning

Miguel Angel Mendez-Lucero, Enrique Bojorquez Gallardo, Vaishak Belle

Issues of safety, explainability, and efficiency are of increasing concern in learning systems deployed with hard and soft constraints. Symbolic Constrained Learning and Knowledge…