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The Arithmetic Complexity of Tensor Contraction.

Authors :
Capelli, Florent
Durand, Arnaud
Mengel, Stefan
Source :
Theory of Computing Systems; May2016, Vol. 58 Issue 4, p506-527, 22p
Publication Year :
2016

Abstract

We investigate the algebraic complexity of tensor calculus. We consider a generalization of iterated matrix product to tensors and show that the resulting formulas exactly capture V P, the class of polynomial families efficiently computable by arithmetic circuits. This gives a natural and robust characterization of this complexity class that despite its naturalness is not very well understood so far. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14324350
Volume :
58
Issue :
4
Database :
Complementary Index
Journal :
Theory of Computing Systems
Publication Type :
Academic Journal
Accession number :
114325704
Full Text :
https://doi.org/10.1007/s00224-015-9630-8