DCEmbed: Scalable Optimization over Neural Surrogates

Akshay Sreekumar, Nicolas Christianson, Priya L. Donti +2

Neural surrogates can accelerate large-scale optimization by replacing expensive or intractable model components with efficient learned approximations, but solving the resulting em…