1.4k citations
- RIKENJP127 papers
- The University of TokyoJP69 papers
- Japan Science and Technology AgencyJP30 papers
- Kyoto UniversityJP14 papers
- Systems Research InstitutePL12 papers
- University of TsukubaJP10 papers
- Forschungszentrum JülichDE8 papers
- Kobe City College of TechnologyJP8 papers
- Polish Academy of SciencesPL8 papers
- Yokohama National UniversityJP8 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Yamaguchi UniversityJP7 papers
Showing 2016 · math.NAShow all
2 papers · 2 filters
math.NA2016★ 10 cited
Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition
Anh-Huy Phan, Andrzej Cichocki, Andre Uschmajew +3
Decompositions of tensors into factor matrices, which interact through a core tensor, have found numerous applications in signal processing and machine learning. A more general ten…
math.NA2016★ 303 cited
Tensor Ring Decomposition
Qibin Zhao, Guoxu Zhou, Shengli Xie +2
Tensor networks have in recent years emerged as the powerful tools for solving the large-scale optimization problems. One of the most popular tensor network is tensor train (TT) de…