• Media type: Electronic Conference Proceeding; E-Article; Text
  • Title: The arithmetic complexity of tensor contractions
  • Contributor: Capelli, Florent [Author]; Durand, Arnaud [Author]; Mengel, Stefan [Author]
  • imprint: Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2013
  • Language: English
  • DOI: https://doi.org/10.4230/LIPIcs.STACS.2013.365
  • Keywords: tensor calculus ; arithmetic circuits ; algebraic complexity
  • Origination:
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  • Description: 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.
  • Access State: Open Access