Read-once polynomials: How many summands suffice?
Meena Mahajan, Anuj Tawari

TL;DR
This paper investigates the minimal number of read-once formulas needed to express certain multilinear polynomials, establishing tight lower bounds for these representations.
Contribution
It provides the first tight lower bounds on the number of summands required in sum-of-read-once formulas for specific multilinear polynomials.
Findings
Established tight lower bounds for the number of summands.
Identified classes of multilinear polynomials requiring many ROFs.
Enhanced understanding of the complexity of polynomial representations.
Abstract
An arithmetic read-once formula (ROF) is a formula (circuit of fan-out 1) over where each variable labels at most one leaf. Every multilinear polynomial can be expressed as the sum of ROFs. In this work, we prove, for certain multilinear polynomials, a tight lower bound on the number of summands in such an expression.
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Taxonomy
TopicsComplexity and Algorithms in Graphs · Machine Learning and Algorithms · Polynomial and algebraic computation
