The notion of closure of a set of linear forms, first introduced by Efremenko, Garlik, and Itsykson [EGI-STOC-24], has proven instrumental in proving lower bounds on the sizes of regular and bounded-depth Res($\oplus)$ refutations [EGI-STOC-24, AI-STOC-25]. In this work, we present amortized closure, an enhancement that retains the properties of ... more >>>

Proving complexity lower bounds remains a challenging task: currently, we only know how to prove conditional uniform (algorithm) lower bounds and nonuniform (circuit) lower bounds in restricted circuit models. About a decade ago, Williams (STOC 2010) showed how to derive nonuniform lower bounds from uniform upper bounds: roughly, by designing ... more >>>

In this work, we explore a non-linear extension of the classical Sylvester-Gallai configuration. Let $\mathbb{K}$ be an algebraically closed field of characteristic zero, and let $\mathcal{F} = \{F_1, \ldots, F_m\} \subset \mathbb{K}[x_1, \ldots, x_N]$ denote a collection of irreducible homogeneous polynomials of degree at most $d$, where each $F_i$ is ... more >>>