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  • 标题:The arithmetic complexity of tensor contractions
  • 本地全文:下载
  • 作者:Florent Capelli ; Arnaud Durand ; Stefan Mengel
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2013
  • 卷号:20
  • 页码:365-376
  • DOI:10.4230/LIPIcs.STACS.2013.365
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要: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.
  • 关键词:algebraic complexity; arithmetic circuits; tensor calculus
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