FAIR at Meta; University of Southern California
Arman Zharmagambetov, Brandon Amos, Aaron Ferber, Aaron Ferber, Taoan Huang, Bistra Dilkina, Yuandong Tian
learning surrogates;predict+optimize framework;combinatorial nonlinear optimization;argmin differentiation
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information