Tensor_tikz

This repository contains tikz and tex file for Canonical Polyadic (CP) decomposition, Tucker decomposition, and Tensor Train (TT) decompositio of a 3-way tensor.

Canonical Polyadic

Tucker Decomposition

Tensor Train

Cite As

If you use my codes for the further research/presentation then please cite the following articles,

Efficient_STTM, Weighted-supspace Exp Kernel.

BibTeX

@article{JMLR:v24:20-1310,
  author  = {Kirandeep Kour and Sergey Dolgov and Martin Stoll and Peter Benner},
  title   = {Efficient Structure-preserving Support Tensor Train Machine},
  journal = {Journal of Machine Learning Research},
  year    = {2023},
  volume  = {24},
  number  = {4},
  pages   = {1--22},
  url     = {http://jmlr.org/papers/v24/20-1310.html}
}
@misc{kour2023weighted,
title={A weighted subspace exponential kernel for support tensor machines},
author={Kirandeep Kour and Sergey Dolgov and Peter Benner and Martin Stoll and Max Pfeffer},
year={2023},
eprint={2302.08134},
archivePrefix={arXiv},
primaryClass={stat.ML}
}