Leakage and Multiway Interaction Loss: What Matricization and Single-Mode Truncation Discard from Multiway Signals

Hiroki Hasegawa

Tensor methods are said to preserve structure that matrix methods destroy, but what is lost, and why, is unclear. Relative to a multilinear reference, we split the squared error of…