Sampler-Robust Optimization under Generative Models

Ziwei Zhang, Jonathan Yu-Meng Li

Modern stochastic optimization pipelines increasingly rely on learned generative models to represent uncertainty, while downstream decisions are evaluated almost entirely through M…