On the Use of Sparse Filtering for Covariate Shift Adaptation

Fabio Massimo Zennaro, Ke Chen

In this paper we formally analyse the use of sparse filtering algorithms to perform covariate shift adaptation. We provide a theoretical analysis of sparse filtering by evaluating…