2024
ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift
ICLR 2024poster
The presence of distribution shifts poses a significant challenge for deploying modern machine learning models in real-world applications. This work focuses on the target shift problem in a regression setting (Zhang et al., 2013; Nguyen et al., 2016). More specifically, the target variable $y$ (als…