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Superpolynomial Lower Bounds Against Low-Depth Algebraic Circuits

  • ,
  • Aarhus University
    ,
  • University Grenoble Alpes
    ,
  • University Savoie Mont Blanc
Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-review

Open access

Abstract

An Algebraic Circuit for a polynomial P ∈F[x1,…,xN] is a computational model for constructing the polynomial P using only additions and multiplications. It is a syntactic model of computation, as opposed to the Boolean Circuit model, and hence lower bounds for this model are widely expected to be easier to prove than lower bounds for Boolean circuits. Despite this, we do not have superpolynomial lower bounds against general algebraic circuits of depth 3 (except over constant-sized finite fields) and depth 4 (over fields other than F2), while constant-depth Boolean circuit lower bounds have been known since the early 1980s. In this paper, we prove the first super polynomial lower bounds against general algebraic circuits of all constant depths over all fields of characteristic 0 (or large).

Publication Information

Output type

Research Output:
Conference Article in Proceeding or Book/Report chapter
Article in proceedings
Peer-review

Original language

English

Publication milestones

  • Published - 04/03/2022

Publication status

Published - 04/03/2022

Publisher

IEEE, United States

ISBN (Electronic)

978-1-6654-2055-6

Publication IDs

  • Scopus: 85127200509

Host publication title

2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS)

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Mentions
1
Citation count
50
Captures
2

Related Event

Title

Symposium on Foundations of Computer Science

Event type

Symposium

Degree of recognition

International event

Date

07/02/2022 - 10/02/2022

Location

VIRTUALVIRTUAL