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In Proceedings
Citation key | CDM-The-Arithmetic-Complexity-Of-Tensor-Contractions |
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Author | Florent Capelli and Arnaud Durand and Stefan Mengel |
Title of Book | Proceedings Symposium on Theoretical Aspects of Computer Science (STACS) 2013 |
Year | 2013 |
Abstract | 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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