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  • 标题:A Quadratic Size-Hierarchy Theorem for Small-Depth Multilinear Formulas
  • 作者:Suryajith Chillara ; Nutan Limaye ; Srikanth Srinivasan
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2018
  • 卷号:107
  • 页码:36:1-36:13
  • DOI:10.4230/LIPIcs.ICALP.2018.36
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要:We show explicit separations between the expressive powers of multilinear formulas of small-depth and all polynomial sizes. Formally, for any s = s(n) = n^{O(1)} and any delta>0, we construct explicit families of multilinear polynomials P_n in F[x_1,...,x_n] that have multilinear formulas of size s and depth three but no multilinear formulas of size s^{1/2-delta} and depth o(log n/log log n). As far as we know, this is the first such result for an algebraic model of computation. Our proof can be viewed as a derandomization of a lower bound technique of Raz (JACM 2009) using epsilon-biased spaces.
  • 关键词:Algebraic circuit complexity; Multilinear formulas; Lower Bounds
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