Distributionally-Robust Learning to Optimize

Vinit Ranjan, Jisun Park, Bartolomeo Stellato

We propose a distributionally robust approach to learning hyperparameters for first-order methods in convex optimization. Given a dataset of problem instances, we minimize a Wasser…