Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

Andrzej Cichocki, Namgil Lee, Ivan V. Oseledets, Anh Huy Phan, Qibin Zhao, Danilo P. Mandic. Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions. Foundations and Trends in Machine Learning, 9(4-5):249-429, 2016. [doi]

@article{CichockiLOPZM16,
  title = {Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions},
  author = {Andrzej Cichocki and Namgil Lee and Ivan V. Oseledets and Anh Huy Phan and Qibin Zhao and Danilo P. Mandic},
  year = {2016},
  doi = {http://dx.doi.org/10.1561/2200000059},
  researchr = {https://researchr.org/publication/CichockiLOPZM16},
  cites = {0},
  citedby = {0},
  journal = {Foundations and Trends in Machine Learning},
  volume = {9},
  number = {4-5},
  pages = {249-429},
}