cs.AI, cs.LG, math.OC, q-fin.PM, q-fin.RM

Sampler-Robust Optimization under Generative Models

arXiv:2604.27447v1 Announce Type: cross
Abstract: Modern stochastic optimization pipelines increasingly rely on learned generative models to represent uncertainty, while downstream decisions are evaluated almost entirely through Monte Carlo scenarios….