Approaching the Soundness Barrier: A Near Optimal Analysis of the Cube versus Cube Test (2211.09341v1)

Abstract: The Cube versus Cube test is a variant of the well-known Plane versus Plane test of Raz and Safra, in which to each $3$-dimensional affine subspace $C$ of $\mathbb{F}q^n$, a polynomial of degree at most $d$, $T(C)$, is assigned in a somewhat locally consistent manner: taking two cubes $C_1, C_2$ that intersect in a plane uniformly at random, the probability that $T(C_1)$ and $T(C_2)$ agree on $C_1\cap C_2$ is at least some $\epsilon$. An element of interest is the soundness threshold of this test, i.e. the smallest value of $\epsilon$, such that this amount of local consistency implies a global structure; namely, that there is a global degree $d$ function $g$ such that $g|{C} \equiv T(C)$ for at least $\Omega(\epsilon)$ fraction of the cubes. We show that the cube versus cube low degree test has soundness ${\sf poly}(d)/q$. This result achieves the optimal dependence on $q$ for soundness in low degree testing and improves upon previous soundness results of ${\sf poly}(d)/q^{1/2}$ due to Bhangale, Dinur and Navon.