Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How,
Yuning You, Yue Cao, Tianlong Chen, Zhangyang Wang, Yang Shen.
(2022)
Abstract
Optimizing an objective function with uncertainty awareness is well-known to improve the accuracy and confidence of optimization solutions. Meanwhile, another relevant but very different question...