Spectral Algorithms in Misspecified Regression: Convergence under Covariate Shift

Ren-Rui Liu, Zheng-Chu Guo

This paper investigates the convergence properties of spectral algorithms -- a class of regularization methods originating from inverse problems -- under covariate shift. In this s…