Tensor Envelope Partial Least-Squares Regression

Xin Zhang, Lexin Li

Abstract: Partial least squares (PLS) is a prominent solution for dimension reduction and high-dimensional regressions. Recent prevalence of multidimensional tensor data has led to several tensor versions of...