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PreprintCC BY-NC-SA 4.0arXiv

An O(1) Bound for the KLS Constant

Abstract

The Kannan--Lovász--Simonovits (KLS) conjecture asks whether every isotropic log-concave probability measure on ℝn has a Cheeger constant bounded below by a universal positive constant. We prove that ψn≤ C for a universal constant C>0, resolving the KLS conjecture. We also prove that CP(μ)≤ C' for every isotropic log-concave probability measure μ on ℝn, with a universal constant C'>0.

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BibTeX
@misc{song2026bound,
  title = {{An $O(1)$ Bound for the KLS Constant}},
  author = {Zhao Song and Xinzhi Zhang},
  howpublished = {arXiv},
  year = {2026},
  month = oct,
  doi = {10.48550/arxiv.2610.01447},
  eprint = {2610.01447},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.01447},
  note = {CC BY-NC-SA 4.0},
}
RIS
TY  - UNPB
TI  - An O(1) Bound for the KLS Constant
AU  - Zhao Song
AU  - Xinzhi Zhang
PY  - 2026
DA  - 2026/10/04
PB  - arXiv
DO  - 10.48550/arxiv.2610.01447
UR  - https://arxiv.org/abs/2610.01447
AB  - The Kannan--Lovász--Simonovits (KLS) conjecture asks whether every isotropic log-concave probability measure on ℝ^n has a Cheeger constant bounded below by a universal positive constant. We prove that ψ_n≤ C for a universal constant C>0, resolving the KLS conjecture. We also prove that C_P(μ)≤ C' for every isotropic log-concave probability measure μ on ℝ^n, with a universal constant C'>0.
ER  -