Superpolynomial Lower Bounds Against Low-Depth Algebraic Circuits

Publikation: Konference artikel i Proceeding eller bog/rapport kapitelKonferencebidrag i proceedingsForskningpeer review

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).
OriginalsprogEngelsk
Titel2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS)
ForlagIEEE
Publikationsdato4 mar. 2022
ISBN (Elektronisk)978-1-6654-2055-6
DOI
StatusUdgivet - 4 mar. 2022

Fingeraftryk

Dyk ned i forskningsemnerne om 'Superpolynomial Lower Bounds Against Low-Depth Algebraic Circuits'. Sammen danner de et unikt fingeraftryk.

Citationsformater