Robust Multiplication-based Tests for Reed-Muller Codes

TL;DR

This paper establishes the robust soundness of multiplication-based tests for Reed-Muller codes over finite fields, extending previous analyses to larger parameters and derandomized versions, with implications for coding theory and property testing.

Contribution

It proves the robust soundness of multiplication-based Reed-Muller tests for large parameters, extending prior work and analyzing derandomized variants, with a new finite field Schwartz-Zippel lemma.

Findings

Proved robust soundness for large e in multiplication tests.

Analyzed derandomized test variants with repeated polynomials.

Extended Schwartz-Zippel lemma over finite fields.

Abstract

We consider the following multiplication-based tests to check if a given function $f: \mathbb{F}_q^n\to \mathbb{F}_q$ is a codeword of the Reed-Muller code of dimension $n$ and order $d$ over the finite field $\mathbb{F}_q$ for prime $q$ (i.e., $f$ is the evaluation of a degree-$d$ polynomial over $\mathbb{F}_q$ for $q$ prime). * $\mathrm{Test}_{e,k}$: Pick $P_1,\ldots,P_k$ independent random degree-$e$ polynomials and accept iff the function $fP_1\cdots P_k$ is the evaluation of a degree-$(d+ek)$ polynomial (i.e., is a codeword of the Reed-Muller code of dimension $n$ and order $(d+ek)$). We prove the robust soundness of the above tests for large values of $e$, answering a question of Dinur and Guruswami [Israel Journal of Mathematics, 209:611-649, 2015]. Previous soundness analyses of these tests were known only for the case when either $e=1$ or $k=1$. Even for the case $k=1$ and $e>1$, earlier soundness analyses were not robust. We also analyze a derandomized version of this test, where (for example) the polynomials $P_1,\dots,P_k$ can be the same random polynomial $P$. This generalizes a result of Guruswami et al. [SIAM J. Comput., 46(1):132-159, 2017]. One of the key ingredients that go into the proof of this robust soundness is an extension of the standard Schwartz-Zippel lemma over general finite fields $\mathbb{F}_q$, which may be of independent interest.