Uncertainty Quantification for Large-Scale Deep Networks via Post-StoNet Modeling

Yan Sun, Faming Liang

Deep learning has revolutionized modern data science. However, how to accurately quantify the uncertainty of predictions from large-scale deep neural networks (DNNs) remains an unr…