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 -