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Geometric complexity theory for product-plus-power

Pranjal Dutta, Fulvio Gesmundo, Christian Ikenmeyer, Gorav Jindal, Vladimir Lysikov

TL;DR

The paper studies border Waring rank and Kumar complexity through a geometric lens by introducing the product-plus-power model and its degenerations. It proves a converse to Kumar's theorem, showing that for a homogeneous f either $ ext{underline WR}(f) \,\le\, ext{underline Kc}(f)$ or f is a product of linear forms, and it relates these notions via Newton identities. It then deborders the product-plus-power model, constructs a detailed GCT program with stabilizers, orbit closures, and multiplicity obstructions, and derives new obstructions grounded in the symmetries of the polynomials, with a striking link to the Alon-Tarsi conjecture. A key consequence is a novel representation-theoretic route to characterize the matrix multiplication exponent via $\,igl. \, ext{ω} = \inf\{\tau: 2n\times 2n\ matrices; M(n) = O(n^\tau)\}$, connected to $ ext{underline WR}$ and $ ext{underline Kc}$ of trace polynomials in the limit. Overall, the work advances the understanding of border vs non-border models, provides concrete GCT obstructions for product-plus-power, and ties complexity-theoretic questions to deep combinatorial symmetries.

Abstract

According to Kumar's recent surprising result (ToCT'20), a small border Waring rank implies that the polynomial can be approximated as a sum of a constant and a small product of linear polynomials. We prove the converse of Kumar's result and establish a tight connection between border Waring rank and the model of computation in Kumar's result. In this way, we obtain a new formulation of border Waring rank, up to a factor of the degree. We connect this new formulation to the orbit closure problem of the product-plus-power polynomial. We study this orbit closure from two directions: 1. We deborder this orbit closure and some related orbit closures, i.e., prove all points in the orbit closure have small non-border algebraic branching programs. 2. We fully implement the geometric complexity theory approach against the power sum by generalizing the ideas of Ikenmeyer-Kandasamy (STOC'20) to this new orbit closure. In this way, we obtain new multiplicity obstructions that are constructed from just the symmetries of the polynomials.

Geometric complexity theory for product-plus-power

TL;DR

The paper studies border Waring rank and Kumar complexity through a geometric lens by introducing the product-plus-power model and its degenerations. It proves a converse to Kumar's theorem, showing that for a homogeneous f either or f is a product of linear forms, and it relates these notions via Newton identities. It then deborders the product-plus-power model, constructs a detailed GCT program with stabilizers, orbit closures, and multiplicity obstructions, and derives new obstructions grounded in the symmetries of the polynomials, with a striking link to the Alon-Tarsi conjecture. A key consequence is a novel representation-theoretic route to characterize the matrix multiplication exponent via , connected to and of trace polynomials in the limit. Overall, the work advances the understanding of border vs non-border models, provides concrete GCT obstructions for product-plus-power, and ties complexity-theoretic questions to deep combinatorial symmetries.

Abstract

According to Kumar's recent surprising result (ToCT'20), a small border Waring rank implies that the polynomial can be approximated as a sum of a constant and a small product of linear polynomials. We prove the converse of Kumar's result and establish a tight connection between border Waring rank and the model of computation in Kumar's result. In this way, we obtain a new formulation of border Waring rank, up to a factor of the degree. We connect this new formulation to the orbit closure problem of the product-plus-power polynomial. We study this orbit closure from two directions: 1. We deborder this orbit closure and some related orbit closures, i.e., prove all points in the orbit closure have small non-border algebraic branching programs. 2. We fully implement the geometric complexity theory approach against the power sum by generalizing the ideas of Ikenmeyer-Kandasamy (STOC'20) to this new orbit closure. In this way, we obtain new multiplicity obstructions that are constructed from just the symmetries of the polynomials.
Paper Structure (18 sections, 37 theorems, 73 equations)

This paper contains 18 sections, 37 theorems, 73 equations.

Key Result

Theorem 1.1

Let $f$ be a homogeneous polynomial. Then either $\underline{\mathsf{WR}}(f) \leq \underline{\textup{Kc}}(f)$ or $f$ is a product of linear forms.

Theorems & Definitions (68)

  • Theorem 1.1: Converse of Kumar's theorem
  • Corollary 1.2
  • Theorem 1.3: Debordering product-plus-power
  • Theorem 1.4: New obstructions
  • Remark 2.1
  • Proposition 2.2: Newton Identities, see e.g. Macdon:SymmetricFunctions, Section I.2
  • Lemma 2.3
  • proof
  • Proposition 2.4: kum20
  • proof
  • ...and 58 more