Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: An Almost Optimal Rank Bound for Depth-3 Identities   We show that the rank of a depth-3 circuit (over any field) that is simple,
minimal and zero is at most k^3\log d. The previous best rank bound known was
2^{O(k^2)}(\log d)^{k-2} by Dvir and Shpilka (STOC 2005). This almost resolves
the rank question first posed by Dvir and Shpilka (as we also provide a simple
and minimal identity of rank \Omega(k\log d)).
  Our rank bound significantly improves (dependence on k exponentially reduced)
the best known deterministic black-box identity tests for depth-3 circuits by
Karnin and Shpilka (CCC 2008). Our techniques also shed light on the
factorization pattern of nonzero depth-3 circuits, most strikingly: the rank of
linear factors of a simple, minimal and nonzero depth-3 circuit (over any
field) is at most k^3\log d.
  The novel feature of this work is a new notion of maps between sets of linear
forms, called "ideal matchings", used to study depth-3 circuits. We prove
interesting structural results about depth-3 identities using these techniques.
We believe that these can lead to the goal of a deterministic polynomial time
identity test for these circuits.

18
The categories of this paper are: econ
15
The categories of this paper are: nucl-ex
31
The categories of this paper are: ao-sci
30
The categories of this paper are: q-alg
2
The categories of this paper are: math
20
The categories of this paper are: acc-phys
33
The categories of this paper are: plasm-ph
11
The categories of this paper are: hep-lat
3
The categories of this paper are: physics
6
The categories of this paper are: astro-ph
19
The categories of this paper are: eess
36
The categories of this paper are: cmp-lg
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The categories of this paper are: q-fin
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The categories of this paper are: nucl-th
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The categories of this paper are: chao-dyn
32
The categories of this paper are: atom-ph