Generative Parameter Sampler For Scalable Uncertainty Quantification

Minsuk Shin, Young Lee, Jun S. Liu

Uncertainty quantification has been a core of the statistical machine learning, but its computational bottleneck has been a serious challenge for both Bayesians and frequentists. W…