2026
Covariate-Guided Clusterwise Linear Regression for Generalization to Unseen Data
ICLR 2026poster
In many tabular regression tasks, the relationships between covariates and response can often be approximated as linear only within localized regions of the input space; a single global linear model therefore fails to capture these local relationships. Conventional Clusterwise Linear Regression (CLR…