Talagrand's Gaussian anti-concentration conjecture for diffusion
Talagrand's Gaussian anti-concentration conjecture for diffusion
Let and let be the standard Gaussian probability measure on . For , let denote the Gaussian diffusion operator, and for a measurable non-negative function write . Talagrand's conjecture. For every , there exists a function with
such that for every measurable and every ,
The conjecture asserts that Gaussian diffusion prevents the heat content of a non-negative function from concentrating near a single high temperature. It was resolved positively in the paper, with a bound of order ; sharper dimension-dependent bounds were previously known in each fixed dimension.
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Sources & referencesView supporting material
Primary source
Ronen Eldan and James R. Lee, “Regularization under diffusion and anti-concentration of the information content”, arXiv:1410.3887 (2017).
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