Tag: stonet

Uncertainty Quantification for Large-Scale Deep Networks via Post-StoNet Modeling arXiv:2508.01217v1 Announce Type: new Abstract: 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 unresolved issue. To address this issue, we introduce a novel post-processing approach. This approach feeds the output…