Spatial-sign-based multilinear principal component analysis for tensor data

Dongxu Yang, Wanfeng Liang, Le Zhou +1

Multilinear principal component analysis (MPCA) reduces the dimension of tensor-valued data while preserving their mode-specific structure, but its quadratic scatter criterion can…