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PreprintCC BY 4.0arXiv

A Direct Proof of the Locally Dense Graphon Inequality

Abstract

Bradač, Sudakov, and Wigderson characterized p-locally dense graphons by a quadratic inequality for all bounded nonnegative functions. Their proof uses Reiher's finite lemma and graphon approximation, and they asked for a direct proof. We give one by rounding simple functions. Divide each level set into m equal-measure pieces and retain each piece independently with probability equal to its level. Off-diagonal terms agree in expectation; the diagonal error is at most norminfW−p/(4m). Letting m→∞ and then approximating in L1 proves the inequality. A three-atom example shows that atomlessness is necessary if arbitrary probability spaces are allowed.

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BibTeX
@misc{menezes2026direct,
  title = {{A Direct Proof of the Locally Dense Graphon Inequality}},
  author = {Dean Menezes},
  howpublished = {arXiv},
  year = {2026},
  month = sep,
  doi = {10.48550/arxiv.2609.19014},
  eprint = {2609.19014},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.19014},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - A Direct Proof of the Locally Dense Graphon Inequality
AU  - Dean Menezes
PY  - 2026
DA  - 2026/09/01
PB  - arXiv
DO  - 10.48550/arxiv.2609.19014
UR  - https://arxiv.org/abs/2609.19014
AB  - Bradač, Sudakov, and Wigderson characterized p-locally dense graphons by a quadratic inequality for all bounded nonnegative functions. Their proof uses Reiher's finite lemma and graphon approximation, and they asked for a direct proof. We give one by rounding simple functions. Divide each level set into m equal-measure pieces and retain each piece independently with probability equal to its level. Off-diagonal terms agree in expectation; the diagonal error is at most norminfW−p/(4m). Letting m→∞ and then approximating in L^1 proves the inequality. A three-atom example shows that atomlessness is necessary if arbitrary probability spaces are allowed.
ER  -