mlsanityData to 14 Oct 2026

Some compact notations for concentration inequalities and user-friendly results

arXiv 1912.13463 ↗First posted 31 Dec 2019math.ST cs.IT cs.LGcited by 3

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Abstract (arXiv)

This paper presents compact notations for concentration inequalities and convenient results to streamline probabilistic analysis. The new expressions describe the typical sizes and tails of random variables, allowing for simple operations without heavy use of inessential constants. They bridge classical asymptotic notations and modern non-asymptotic tail bounds together. Examples of different kinds demonstrate their efficacy.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 31 Dec 2019.

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Citing papers per year: 2021: 1; 2022: 0; 2023: 1; 2024: 1.

3 papers.