High-Dimensional Probability

Vershynin, R. (2018). High-Dimensional Probability: An Introduction with Applications in Data Science. Cambridge University Press.

Type

Book

Intellectual base

Review or monograph

Year

2018

DOI

10.1017/9781108231596

ISBN

9781108231596

Link

https://doi.org/10.1017/9781108231596

Cited from

data_science

Cited by

1 citation across 1 artifact.

Each citation links to the sentence it supports in the citing article.

Primes

• Curse Of Dimensionality
  • The fraction of a high-dimensional ball's volume lying near its surface approaches one.

    This sourceDevelops concentration of measure: in high dimension a ball's volume concentrates near its surface and the inscribed ball's volume vanishes.

Verification

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Registry ID ref:5a18e78392ad · see in the full table