Tensor train construction from tensor actions, with application to compression of large high order derivative tensors

Nick Alger, Peng Chen, Omar Ghattas

We present a method for converting tensors into tensor train format based on actions of the tensor as a vector-valued multilinear function. Existing methods for constructing tensor…