Tensorization of neural networks for improved privacy and interpretability

José Ramón Pareja Monturiol, Alejandro Pozas-Kerstjens, David Pérez-García

We present a tensorization algorithm for constructing tensor train/matrix product state (MPS) representations of functions, drawing on sketching and cross interpolation ideas. The…