English

Blackbox identity testing for bounded top fanin depth-3 circuits: the field doesn't matter

Computational Complexity 2015-03-17 v1 Commutative Algebra

Abstract

Let C be a depth-3 circuit with n variables, degree d and top fanin k (called sps(k,d,n) circuits) over base field F. It is a major open problem to design a deterministic polynomial time blackbox algorithm that tests if C is identically zero. Klivans & Spielman (STOC 2001) observed that the problem is open even when k is a constant. This case has been subjected to a serious study over the past few years, starting from the work of Dvir & Shpilka (STOC 2005). We give the first polynomial time blackbox algorithm for this problem. Our algorithm runs in time poly(nd^k), regardless of the base field. The only field for which polynomial time algorithms were previously known is F=Q (Kayal & Saraf, FOCS 2009, and Saxena & Seshadhri, FOCS 2010). This is the first blackbox algorithm for depth-3 circuits that does not use the rank based approaches of Karnin & Shpilka (CCC 2008). We prove an important tool for the study of depth-3 identities. We design a blackbox polynomial time transformation that reduces the number of variables in a sps(k,d,n) circuit to k variables, but preserves the identity structure.

Keywords

Cite

@article{arxiv.1011.3234,
  title  = {Blackbox identity testing for bounded top fanin depth-3 circuits: the field doesn't matter},
  author = {Nitin Saxena and C. Seshadhri},
  journal= {arXiv preprint arXiv:1011.3234},
  year   = {2015}
}

Comments

14 pages, 1 figure, preliminary version