Uncertainty Quantification With Multiple Sources

Mufang Ying, Wenge Guo, Koulik Khamaru +1

Weighted conformal prediction (WCP) has been commonly used to quantify prediction uncertainty under covariate shift. However, the effectiveness of WCP relies heavily on the degree…