2 papers
cs.LG2026
Only Project Once: Projection-Adaptive Loss for Exact Constraint Satisfaction
Tim Aebersold, Soheyl Massoudi, Mark Fuge
Precise constraint satisfaction is a prerequisite to deploying learned models in many areas, motivating methods that repair raw neural predictions with a repair procedure. Current…
cs.CE2025
GLUE: Coordinating Pre-Trained Generative Models for System-Level Design
Tim Aebersold, Soheyl Massoudi, Mark D. Fuge
Engineering complex systems (aircraft, buildings, vehicles) requires coordinating geometric and performance couplings across subsystems. As generative models proliferate for specia…