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Wake Forest University
ON THE EFFICIENCY OF ALGORITHMS FOR TENSOR DECOMPOSITIONS AND THEIR APPLICATIONS
Abstract
dc:description.abstractMulti-dimensional arrays, or tensors, are fundamental objects in computational science for their ability to store multi-dimensional data and to encode bilinear forms. We will consider algorithms and applications of the CP and Tucker tensor decompositions, focusing our efforts on optimizing subroutines required to compute tensor decompositions.
Degree
thesis:*- Grantor dc:publisher
- Wake Forest University
- Year dc:date.issued
- 2018
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Rouse, Kathryn Margaret Zuhr
Subjects
dc:subject × 1Rights
- Language dc:language.iso
- en
Identifiers
dc:identifier.*- Handle dc:identifier.uri
- http://hdl.handle.net/10339/90764
- OAI identifier oai:identifier
- oai:wakespace.lib.wfu.edu:10339/90764