The M-Tensor Format: Optimality in High Dimensional Regression for Nonlinear Models with Scarce Data

Rémi Cloarec, Sebastian Rodriguez, Xavier Kestelyn +1

We present a nonlinear regression framework based on tensor algebra tailored to high dimensional contexts where data is scarce. We exploit algebraic properties of a partial tensor…