Communication complexity of point-line incidences over the reals
Pith reviewed 2026-06-25 21:18 UTC · model grok-4.3
The pith
A point-line incidence problem over the reals has constant randomized communication complexity but linear deterministic complexity even with an equality oracle.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
There exists a point-line incidence problem over the reals whose randomized communication complexity is constant, but whose deterministic communication complexity is linear even when the players have access to an equality oracle. This is obtained by using totally real number fields of large degree and small discriminant to define the points and lines in a way that creates the desired complexity gap in the communication matrix.
What carries the argument
The point-line incidence instance constructed from totally real number fields of large degree and small discriminant, which yields a communication matrix with constant randomized complexity but linear deterministic complexity under equality oracle.
If this is right
- Constant sign rank combined with constant randomized communication complexity does not force constant equality-oracle complexity.
- The gap between randomized and deterministic communication complexity can be made linear for geometric incidence problems.
- The algebraic techniques from the sum-product conjecture disproof over the reals can be adapted to separate communication complexity measures.
- Prior separations of O(1) versus Omega(sqrt(n)) are strengthened to a linear gap.
Where Pith is reading between the lines
- Similar number field constructions might produce hard instances for other communication problems involving geometric objects.
- The result suggests that deterministic protocols cannot efficiently handle certain algebraic incidence structures even with equality tests.
- Extensions to higher-dimensional incidences or other fields could yield further separations in communication models.
Load-bearing premise
The algebraic construction using number fields produces incidence problems with the claimed gap in communication complexities.
What would settle it
A deterministic communication protocol with sublinear communication cost for the constructed incidence problem, even when allowed an equality oracle, would falsify the linear lower bound.
read the original abstract
We construct a point-line incidence problem over the reals whose randomized communication complexity is constant, but whose deterministic communication complexity is linear even when the players have access to an equality oracle. This is the strongest possible separation between these two measures, and it improves on an earlier $O(1)$-versus-$\Omega(\sqrt{n})$ separation of G\"o\"os, Harms, and Riazanov. Because point-line incidence problems have constant sign rank, our construction also bears on a question of Harms and Zamaraev, who asked whether constant sign rank together with constant randomized communication complexity forces constant equality-oracle complexity. This was already refuted by G\"o\"os, Harms, Imbach, and Sokolov with a logarithmic lower bound; our example improves the separation to linear, which is optimal. The proof draws on a construction in the recent disproof of the sum-product conjecture over the reals by Bloom, Sawin, Schildkraut, and Zhelezov, using totally real number fields of large degree and small discriminant.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper constructs a point-line incidence problem over the reals with constant randomized communication complexity but linear deterministic communication complexity even under an equality oracle. This yields the strongest possible separation between these measures, improves on the prior O(1)-vs-Ω(√n) gap of Göös-Harms-Riazanov, and refutes a question of Harms-Zamaraev by showing that constant sign rank plus constant randomized CC need not imply constant equality-oracle complexity. The construction is obtained by importing an algebraic object from the Bloom-Sawin-Schildkraut-Zhelezov disproof of the real sum-product conjecture that uses totally real fields of large degree and small discriminant.
Significance. If the central claim holds, the result supplies an optimal linear separation for incidence problems and gives a strong negative answer to the Harms-Zamaraev question. The explicit use of the BSSZ algebraic construction is a methodological strength, as it imports a parameter-free high-degree object whose incidence matrix is then shown to have the desired communication properties.
major comments (1)
- [Section describing the randomized protocol and its cost analysis (the reduction from the BSSZ object)] The randomized upper bound is load-bearing for the constant-vs-linear separation. The manuscript must supply an explicit protocol (e.g., random linear combinations or fingerprinting over the field) together with a communication-cost analysis showing that the cost remains O(1) and independent of the field degree; without this, the claim that the BSSZ-derived incidence matrix admits constant randomized CC is not yet verified.
Simulated Author's Rebuttal
We thank the referee for the careful reading and for identifying the need for greater explicitness in the randomized protocol section. We address the comment below and will revise the manuscript accordingly.
read point-by-point responses
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Referee: [Section describing the randomized protocol and its cost analysis (the reduction from the BSSZ object)] The randomized upper bound is load-bearing for the constant-vs-linear separation. The manuscript must supply an explicit protocol (e.g., random linear combinations or fingerprinting over the field) together with a communication-cost analysis showing that the cost remains O(1) and independent of the field degree; without this, the claim that the BSSZ-derived incidence matrix admits constant randomized CC is not yet verified.
Authors: We agree that the current description of the randomized protocol is insufficiently explicit. In the revised manuscript we will add a dedicated subsection that spells out the protocol: the two parties sample a short random vector of coefficients from a small finite subset of the totally real field (using the small-discriminant guarantee from the BSSZ construction) and exchange the resulting linear combinations; incidence is declared if the evaluated inner product is zero. We will include a self-contained error-probability analysis showing that a constant number of repetitions suffices to drive the error below 1/3 independently of the field degree, because the discriminant bound controls the number of roots of the relevant polynomials. This addition will make the constant randomized communication complexity claim fully verifiable. revision: yes
Circularity Check
No circularity: external algebraic construction imported from independent prior work.
full rationale
The paper's central claim is a construction of a point-line incidence instance drawn from the Bloom-Sawin-Schildkraut-Zhelezov disproof of the sum-product conjecture (distinct authors). No equations, definitions, or arguments in the provided abstract or description reduce the claimed randomized-vs-deterministic separation back to a fitted parameter, self-referential definition, or load-bearing self-citation chain. The derivation relies on external algebraic structure rather than renaming or re-deriving its own inputs.
Axiom & Free-Parameter Ledger
axioms (1)
- domain assumption The point-line incidence matrix derived from totally real number fields of large degree and small discriminant (Bloom et al.) has constant randomized communication complexity and linear deterministic communication complexity even with equality oracle.
Reference graph
Works this paper leans on
-
[1]
``Complexity classes in communication complexity theory.'' In Proceedings of the 27th Annual Symposium on Foundations of Computer Science (1986), 337--347
L\'aszl\'o Babai, P\'eter Frankl, and J\'anos Simon. ``Complexity classes in communication complexity theory.'' In Proceedings of the 27th Annual Symposium on Foundations of Computer Science (1986), 337--347
1986
-
[2]
Factorization norms and an inverse theorem for MaxCut
Igor Balla, Lianna Hambardzumyan, and Istv\'an Tomon. Factorization norms and an inverse theorem for MaxCut. arXiv:2506.23989 (2025), 23 pp
arXiv 2025
-
[3]
Bloom, Will Sawin, Carl Schildkraut, and Dmitrii Zhelezov
Thomas F. Bloom, Will Sawin, Carl Schildkraut, and Dmitrii Zhelezov. The sum-product conjecture is false for real numbers. arXiv:2605.28781 (2026), 25 pp
Pith/arXiv arXiv 2026
-
[4]
A lower bound on the trace norm of boolean matrices and its applications
Tsun-Ming Cheung, Hamed Hatami, Kaave Hosseini, Aleksandar Nikolov, Toniann Pitassi, and Morgan Shirley. A lower bound on the trace norm of boolean matrices and its applications. Algorithmica 88 (2026), \#54
2026
-
[5]
Separation of the factorization norm and randomized communication complexity
Tsun-Ming Cheung, Hamed Hatami, Kaave Hosseini, and Morgan Shirley. Separation of the factorization norm and randomized communication complexity. Computational Complexity 34 (2025), \#17
2025
-
[6]
``Equality alone does not simulate randomness.'' In Proceedings of the 34th Computational Complexity Conference (2020), \#14
Arkadev Chattopadhyay, Shachar Lovett, and Marc Vinyals. ``Equality alone does not simulate randomness.'' In Proceedings of the 34th Computational Complexity Conference (2020), \#14
2020
-
[7]
Sign-rank of k -Hamming distance is constant
Mika G \"o \"o s, Nathaniel Harms, Valentin Imbach, and Dmitry Sokolov. Sign-rank of k -Hamming distance is constant. arXiv:2506.12022 (2025), 19 pp
arXiv 2025
-
[8]
Equality is far weaker than constant-cost communication
Mika G \"o \"o s, Nathan Harms, and Artur Riazanov. Equality is far weaker than constant-cost communication. arXiv:2507.11162 (2025), 15 pp
arXiv 2025
-
[9]
Richter, and Anastasia Sofronova
Mika G \"o \"o s, Nathaniel Harms, Florian K. Richter, and Anastasia Sofronova. No constant-cost protocol for point-line incidence. arXiv:2604.03805 (2026), 18 pp
Pith/arXiv arXiv 2026
-
[10]
Dimension-free bounds and structural results in communication complexity
Lianna Hambardzumyan, Hamed Hatami, and Pooya Hatami. Dimension-free bounds and structural results in communication complexity. Israel Journal of Mathematics 253 (2023), 555--616
2023
-
[11]
``Lower bound methods for sign-rank and their limitations.'' In Approximation, R andomization, and C ombinatorial O ptimization
Hamed Hatami, Pooya Hatami, William Pires, Ran Tao, and Rosie Zhao. ``Lower bound methods for sign-rank and their limitations.'' In Approximation, R andomization, and C ombinatorial O ptimization. A lgorithms and T echniques (2022), \#22
2022
-
[12]
Randomized communication and implicit graph representations
Nathaniel Harms, Sebastian Wild, and Viktor Zamaraev. Randomized communication and implicit graph representations. TheoretiCS 4 (2025), \#20
2025
-
[13]
Nathaniel Harms and Viktor Zamaraev. ``Randomized communication and implicit representations for matrices and graphs of small sign-rank.'' In Proceedings of the 2024 Annual ACM--SIAM Symposium on Discrete Algorithms (2024), 1810--1833
2024
-
[14]
Lower bounds in communication complexity based on factorization norms
Nati Linial and Adi Shraibman. Lower bounds in communication complexity based on factorization norms. Random Structures and Algorithms 34 (2009), 368--394
2009
-
[15]
Daniel A. Marcus. Number Fields. (Heidelberg: Springer--Verlag, 1977)
1977
-
[16]
Tours de corps de classes et estimations de discriminants
Jacques Martinet. Tours de corps de classes et estimations de discriminants. Inventiones Mathematicae 44 (1978), 65--73
1978
-
[17]
Probabilistic communication complexity
Ramamohan Paturi and Janos Simon. Probabilistic communication complexity. Journal of Computer and System Sciences 33 (1986), 106--123
1986
-
[18]
Alexander A. Sherstov and Andrey A. Storozhenko. The communication complexity of approximating matrix rank. arXiv:2410.20094 (2024), 85 pp
arXiv 2024
-
[19]
Endre Szemer\'edi and William T. Trotter. ``Extremal problems in discrete geometry.'' Combinatorica 3 (1986), 381--392
1986
discussion (0)
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