The variance conjecture for the Euclidean norm

Let XX be an isotropic log-concave random vector in Rn\mathbb{R}^n, and let 2|\cdot|_2 denote the Euclidean norm.

Variance conjecture—bis. There exists a constant CC such that for every isotropic log-concave random vector XX,

VarX2C.\operatorname{Var}|X|_2\le C.

This is a direct thin-shell formulation for the Euclidean norm and is stronger in form than merely asserting VarX22=O(n)\operatorname{Var}|X|_2^2=O(n). The source calls it another simple conjecture arising from the Poincaré viewpoint and gives no resolution.

Sources & referencesView supporting material

Primary source

Olivier Guédon, “Concentration phenomena in high dimensional geometry”, arXiv:1310.1204 (2013).

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