High Confidence Level Inference is Almost Free using Parallel Stochastic Optimization

Wanrong Zhu, Zhipeng Lou, Ziyang Wei +1

Uncertainty quantification for estimation through stochastic optimization solutions in an online setting has gained popularity recently. This paper introduces a novel inference met…