Addressing this issue, Coupled Matrix-Tensor Factorization (CMTF) can combine and simultaneously decompose large sets of real-world data using tensors and additional matrices. However, most CMTF ...

This project is a python implementation of Tensor Network, a numerical approach to quantum many-body systems. Dependencies are listed in pyproject.toml, and they are supposed to be installed together ...

This research introduces tntorch, an open-source python package for tensor learning ... For discrete problems, cross-approximation has also been adapted as a global optimizer with no gradient. This ...

Abstract: Cross Tensor Approximation (CTA) is a generalization of Cross/skeleton matrix and CUR Matrix Approximation (CMA) and is a suitable tool for fast low-rank tensor approximation. It facilitates ...