Representing Tensors as Compositions for Efficient Computation on Sparse and Structured Data

Valérian Rey, Praneth Paruchuri

We propose a new mathematical formalism in which all kinds of tensors and of operations on those tensors are represented as simple function compositions. Tensors are functions from…