An O(1) Bound for the KLS Constant
- Zhao Song ,
- Xinzhi Zhang
The Kannan–Lov´asz–Simonovits (KLS) conjecture asks whether every isotropic log-concave probability measure on has a Cheeger constant bounded below by a universal positive constant. We prove that ≤ for a universal constant > 0, resolving the KLS conjecture. We also prove that ≤ ′ for every isotropic log-concave probability measure on , with a universal constant ‘ > 0.