Uncertainty Quantification With Multiple Sources
arXiv:2405.06479v4 Announce Type: replace-cross
Abstract: 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 of overlap be…