The Arithmetic Complexity of Tensor Contraction

Theory of Computing Systems(2015)

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摘要
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.
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关键词
Algebraic complexity,Arithmetic circuits,Tensor calculus
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