Differentially Expressed Genes Extracted by the Tensor Robust Principal Component Analysis (TRPCA) Method

Algorithm 1

Algorithm 1 solves (9) by ADMM.

Input: tensor data , parameter

Initialize:,,;

,

While not converged do

(1) Update by Equation (11);

(2) Update by Equation (12);

(3) ;

(4) Update by ;

(5) Check the convergence conditions

,

End while