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arxiv: 1209.4865 · v1 · pith:ZWRTHB5Onew · submitted 2012-09-21 · 💻 cs.CC

The arithmetic complexity of tensor contractions

classification 💻 cs.CC
keywords complexityarithmeticclasstensoralgebraiccaluluscapturecharacterization
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We investigate the algebraic complexity of tensor calulus. We consider a generalization of iterated matrix product to tensors and show that the resulting formulas exactly capture VP, 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.

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