Algorithm 941: htucker-A MATLAB Toolbox for Tensors in Hierarchical Tucker Format

The hierarchical Tucker format is a storage-efficient scheme to approximate and represent tensors of possibly high order. This article presents a MATLAB toolbox, along with the underlying methodology and algorithms, which provides a convenient way to work with this format. The toolbox not only allows for the efficient storage and manipulation of tensors in hierarchical Tucker format but also offers a set of tools for the development of higher-level algorithms. Several examples for the use of the toolbox are given.


Published in:
ACM Transactions on Mathematical Software, 40, 3
Year:
2014
Publisher:
New York, Assoc Computing Machinery
ISSN:
0098-3500
Keywords:
Laboratories:




 Record created 2014-06-16, last modified 2018-03-17


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