Automatically Learning Compact Quality-aware Surrogates for Optimization Problems

Kai Wang, Bryan Wilder, Andrew Perrault +1

Solving optimization problems with unknown parameters often requires learning a predictive model to predict the values of the unknown parameters and then solving the problem using…