no code implementations • 16 Oct 2022 • Jinshan Zeng, Ruiying Xu, Yu Wu, Hongwei Li, Jiaxing Lu
The proposed method consists of a training stage and an inference stage.
2 code implementations • 24 May 2019 • Lin Zhu, Jiaxing Lu, Yihong Chen
By seeking the narrowest prediction intervals (PIs) that satisfy the specified coverage probability requirements, the recently proposed quality-based PI learning principle can extract high-quality PIs that better summarize the predictive certainty in regression tasks, and has been widely applied to solve many practical problems.