SnareNet: Flexible Repair Layers for Neural Networks with Hard Constraints

Ya-Chi Chu, Alkiviades Boukas, Madeleine Udell

Neural networks are increasingly used as fast surrogate models across various domains, but unconstrained predictions can violate physical, operational, or safety requirements. We p…