# A covariance representation and an elementary proof of the Gaussian concentration inequality

arXiv: https://arxiv.org/abs/2410.06937 · HTML: https://mlsanity.com/paper/2410.06937/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 9 Oct 2024.

## Abstract (arXiv)

Via a covariance representation based on characteristic functions, a known elementary proof of the Gaussian concentration inequality is presented. A few other applications are briefly mentioned.