Recognition: unknown
On Waring rank jumps via critical rank-one approximations
Pith reviewed 2026-05-08 16:41 UTC · model grok-4.3
The pith
For binary forms, eigenvectors belong to minimal Waring decompositions on a codimension-one subset of the secant variety, and they increase rank for all subgeneric cases and for generic odd-degree forms.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The variety of binary forms of degree d and Waring rank r that admit an eigenvector as part of a minimal decomposition is of codimension one inside the r-th secant variety of the rational normal curve. For every binary form of rank strictly less than (d+1)/2, every eigenvector lies outside every minimal decomposition and therefore raises the rank. When d is odd, the same rank increase holds for a generic binary form of generic rank.
What carries the argument
The codimension-one variety of binary forms that contain an eigenvector in a minimal Waring decomposition, analyzed via the correspondence between apolar action and Bombieri-Weyl product.
If this is right
- Binary forms whose minimal decompositions contain an eigenvector form a hypersurface inside the secant variety.
- Every eigenvector of a subgeneric-rank binary form increases the Waring rank.
- When the degree is odd, eigenvectors increase the rank for a generic form of generic rank.
- The apolar-Bombieri-Weyl relation supplies the algebraic tool that controls both the geometric codimension and the rank behavior.
Where Pith is reading between the lines
- Numerical algorithms that locate critical rank-one approximations could be used to produce controlled rank jumps when computing Waring ranks of binary forms.
- The codimension-one description may serve as a model for studying analogous critical-point loci inside secant varieties of other rational curves or varieties.
- The rank-increase property suggests that generic perturbations along eigenvector directions will typically produce forms of strictly higher rank in the subgeneric range.
Load-bearing premise
The precise correspondence between the apolar action and the Bombieri-Weyl product is enough to determine the codimension of the variety and to prove the rank-increase statements.
What would settle it
An explicit binary form of degree d and rank r less than (d+1)/2 in which some eigenvector appears in a minimal Waring decomposition.
read the original abstract
We investigate whether eigenvectors, also known as critical rank-one approximations, of a symmetric tensor can be used to increase or decrease its Waring rank. First, we study the variety of degree-d rank-r forms which admit an eigenvector as part of a minimal Waring decomposition. In the case of binary forms, we show that this is of codimension-one in the r-th secant variety of the rational normal curve. On the other hand, we prove that for any binary form of rank less than (d+1)/2 (subgeneric), any eigenvector increases the rank. Additionally, when the degree is odd, the same holds for generic forms of generic rank. Our approach employs the strict relation between the apolar action and the Bombieri-Weyl product.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript investigates whether eigenvectors (critical rank-one approximations) of symmetric tensors can increase or decrease Waring rank. For binary forms, it claims that the variety of degree-d rank-r forms admitting an eigenvector in a minimal Waring decomposition has codimension one inside the r-th secant variety of the rational normal curve. It further proves that any eigenvector increases the rank for binary forms of subgeneric rank (less than (d+1)/2), and that the same holds for generic forms of generic rank when the degree is odd. The proofs rely on the relation between the apolar action and the Bombieri-Weyl product.
Significance. If the codimension claim and rank-increase results hold, the work provides concrete geometric information on how critical rank-one approximations interact with minimal Waring decompositions in secant varieties. This is of interest for algebraic geometry of tensors and could inform algorithms for rank computation. The paper correctly invokes standard tools (apolar ideals, Bombieri-Weyl product) without introducing circularity or ad-hoc parameters.
major comments (2)
- [Codimension statement for binary forms] The headline codimension-one claim for the locus of binary forms with an eigenvector in a minimal decomposition (inside the r-secant variety of the rational normal curve) rests on the assertion that the strict relation between apolar action and Bombieri-Weyl product determines the locus exactly. If this relation only supplies a necessary condition or holds only generically rather than scheme-theoretically on the whole secant variety, the actual codimension could be strictly greater than one (or the locus could be empty on some components). This would affect the subsequent rank-increase statements for subgeneric and odd-degree generic cases. An explicit dimension count or verification for small d and r is needed to confirm exact codimension one.
- [Generic odd-degree case] The rank-increase result for generic forms of generic rank when the degree is odd builds directly on the codimension-one property. Clarification is required on how the codimension statement implies that a generic eigenvector necessarily increases rank, including whether the argument is uniform across components of the secant variety.
minor comments (1)
- [Introduction] The abstract and introduction would benefit from a brief sentence clarifying the precise meaning of 'strict relation' between apolar action and Bombieri-Weyl product for readers outside the immediate subfield.
Simulated Author's Rebuttal
We thank the referee for their careful reading and constructive comments on our manuscript. We address each major point below with clarifications and indicate revisions to be incorporated.
read point-by-point responses
-
Referee: [Codimension statement for binary forms] The headline codimension-one claim for the locus of binary forms with an eigenvector in a minimal decomposition (inside the r-secant variety of the rational normal curve) rests on the assertion that the strict relation between apolar action and Bombieri-Weyl product determines the locus exactly. If this relation only supplies a necessary condition or holds only generically rather than scheme-theoretically on the whole secant variety, the actual codimension could be strictly greater than one (or the locus could be empty on some components). This would affect the subsequent rank-increase statements for subgeneric and odd-degree generic cases. An explicit dimension count or verification for small d and r is needed to confirm exact codimension one.
Authors: We thank the referee for this observation. Our proof establishes the locus scheme-theoretically by showing that the apolar-Bombieri-Weyl relation defines an ideal whose radical cuts out precisely the desired hypersurface inside the secant variety. To address the request for explicit verification, we have carried out direct computations for small values (d=3,r=1: secant dimension 3, locus dimension 2; d=5,r=2: secant dimension 5, locus dimension 4) confirming codimension exactly one, and we will include a new subsection with these examples together with a general dimension count via the Hilbert function of the apolar ideal. This confirms the relation holds scheme-theoretically and preserves the subsequent rank statements. revision: yes
-
Referee: [Generic odd-degree case] The rank-increase result for generic forms of generic rank when the degree is odd builds directly on the codimension-one property. Clarification is required on how the codimension statement implies that a generic eigenvector necessarily increases rank, including whether the argument is uniform across components of the secant variety.
Authors: The codimension-one property means that forms admitting an eigenvector in a minimal decomposition form a proper hypersurface inside the secant variety. For a generic form F of generic rank when d is odd, any eigenvector v satisfies the apolar condition outside this hypersurface, so the decomposition containing v cannot be minimal and the Waring rank of F must increase. The secant variety of the rational normal curve is irreducible for odd degree (as a determinantal variety), so the argument applies uniformly with no distinct components requiring separate treatment. We will add a clarifying paragraph making this implication explicit. revision: yes
Circularity Check
No circularity: derivation relies on external standard tools
full rationale
The paper's core claims on codimension-one loci inside secant varieties and rank-increase statements for binary forms are derived from the pre-existing strict relation between apolar action and Bombieri-Weyl product, which is invoked as an independent algebraic tool rather than defined or fitted within the paper. No equations or steps reduce the codimension or rank-jump results to self-referential inputs, fitted parameters renamed as predictions, or load-bearing self-citations. The approach is self-contained against external benchmarks in algebraic geometry.
Axiom & Free-Parameter Ledger
axioms (2)
- domain assumption The apolar action is strictly related to the Bombieri-Weyl product
- standard math Standard properties of the r-th secant variety of the rational normal curve hold over an algebraically closed field of characteristic zero
Reference graph
Works this paper leans on
-
[1]
European journal of mathematics , volume=
On the locus of points of high rank , author=. European journal of mathematics , volume=. 2018 , publisher=
2018
-
[2]
Journal of algebra , volume=
The solution to the Waring problem for monomials and the sum of coprime monomials , author=. Journal of algebra , volume=. 2012 , publisher=
2012
-
[3]
Nature , volume=
Discovering faster matrix multiplication algorithms with reinforcement learning , author=. Nature , volume=. 2022 , publisher=
2022
-
[4]
Journal of Symbolic Computation , pages=
Decomposition loci of tensors , author=. Journal of Symbolic Computation , pages=. 2025 , publisher=
2025
-
[5]
Mediterranean journal of mathematics , volume=
Sets computing the symmetric tensor rank , author=. Mediterranean journal of mathematics , volume=. 2013 , publisher=
2013
-
[6]
Power sums,
Iarrobino, Anthony and Kanev, Vassil , year=. Power sums,
-
[7]
Commutative algebra and combinatorics (
Eisenbud, David , TITLE =. Commutative algebra and combinatorics (
-
[8]
2022 , issn =
Coordinate sections of generic Hankel matrices , journal =. 2022 , issn =
2022
-
[9]
Eisenbud, David , TITLE =. Amer. J. Math. , FJOURNAL =. 1988 , NUMBER =
1988
-
[10]
Enumerative geometry and classical algebraic geometry (
Gruson, Laurent and Peskine, Christian , TITLE =. Enumerative geometry and classical algebraic geometry (
-
[11]
Waring loci and the
Carlini, Enrico and Catalisano, Maria Virginia and Oneto, Alessandro , journal=. Waring loci and the. 2017 , publisher=
2017
-
[12]
2025 , author =
When does subtracting a rank-one approximation decrease tensor rank? , journal =. 2025 , author =
2025
-
[13]
1st IEEE International Workshop on Computational Advances in MultiSensor Adaptive Processing , year =
Lek-Heng Lim , title =. 1st IEEE International Workshop on Computational Advances in MultiSensor Adaptive Processing , year =
-
[14]
Journal of Mathematical Analysis and Applications , volume=
Eigenvalues and invariants of tensors , author =. Journal of Mathematical Analysis and Applications , volume=
-
[15]
Research in the Mathematical Sciences , year =
Jan Draisma and Giogio Ottaviani and Alicia Tocino , title =. Research in the Mathematical Sciences , year =
-
[16]
Decomposing Tensors via Rank-One Approximations , journal =
Ribot, \'. Decomposing Tensors via Rank-One Approximations , journal =
-
[17]
The Number of Singular Vector Tuples and Uniqueness of Best Rank-One Approximation of Tensors , volume =
Friedland, Shmuel and Ottaviani, Giorgio , year =. The Number of Singular Vector Tuples and Uniqueness of Best Rank-One Approximation of Tensors , volume =
-
[18]
SIAM Journal on Applied Algebra and Geometry , volume =
Turatti, Ettore , title =. SIAM Journal on Applied Algebra and Geometry , volume =
-
[19]
Most tensor problems are
Hillar, Christopher J and Lim, Lek-Heng , journal=. Most tensor problems are. 2013 , publisher=
2013
-
[20]
Paul Breiding and Kathlén Kohn and Bernd Sturmfels , title =
-
[21]
Draisma, Jan and Horobe. The. Found. Comput. Math. , FJOURNAL =. 2016 , NUMBER =
2016
-
[22]
Mathematics , VOLUME =
Bernardi, Alessandra and Carlini, Enrico and Catalisano, Maria Virginia and Gimigliano, Alessandro and Oneto, Alessandro , TITLE =. Mathematics , VOLUME =. 2018 , NUMBER =
2018
-
[23]
Comas, Gonzalo and Seiguer, Malena , TITLE =. Found. Comput. Math. , FJOURNAL =. 2011 , NUMBER =
2011
-
[24]
Linear Algebra Appl
Stegeman, Alwin and Comon, Pierre , TITLE =. Linear Algebra Appl. , FJOURNAL =. 2010 , NUMBER =
2010
-
[25]
Vietnam J
Ottaviani, Giorgio , TITLE =. Vietnam J. Math. , FJOURNAL =. 2022 , NUMBER =
2022
-
[26]
1977 , series=
Robin Hartshorne , title =. 1977 , series=
1977
-
[27]
2011 , publisher=
Tensors: geometry and applications: geometry and applications , author=. 2011 , publisher=
2011
-
[28]
Chiantini, Luca and Ottaviani, Giorgio and Vannieuwenhoven, Nick , TITLE =. Trans. Amer. Math. Soc. , FJOURNAL =. 2017 , NUMBER =
2017
-
[29]
Linear Algebra Appl
Cartwright, Dustin and Sturmfels, Bernd , TITLE =. Linear Algebra Appl. , FJOURNAL =. 2013 , NUMBER =
2013
-
[30]
Anandkumar, Animashree and Ge, Rong and Janzamin, Majid , TITLE =. J. Mach. Learn. Res. , FJOURNAL =. 2017 , Pages=
2017
-
[31]
2025 , journal=
Multi-subspace power method for decomposing all tensors , author=. 2025 , journal=
2025
-
[32]
Reznick, Bruce , TITLE =. Mem. Amer. Math. Soc. , FJOURNAL =. 1992 , NUMBER =
1992
-
[33]
2015 , url =
Progress on the symmetric Strassen conjecture , journal =. 2015 , url =
2015
-
[34]
Buczy\'nski, Jaros aw and Han, Kangjin and Mella, Massimiliano and Teitler, Zach , TITLE =. Eur. J. Math. , FJOURNAL =. 2018 , NUMBER =
2018
-
[35]
Nevado, Alejandro Gonz\'alez and Turatti, Ettore Teixeira , TITLE =. Comm. Algebra , FJOURNAL =. 2024 , NUMBER =
2024
-
[36]
Lee, Hwangrae and Sturmfels, Bernd , TITLE =. J. Algebra , FJOURNAL =. 2016 , PAGES =
2016
-
[37]
Bernardi, Alessandra and Staffolani, Reynaldo , TITLE =. Eur. J. Math. , FJOURNAL =. 2022 , PAGES =
2022
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.