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The Resource High-dimensional probability : an introduction with applications in data science, Roman Vershynin

High-dimensional probability : an introduction with applications in data science, Roman Vershynin

Label
High-dimensional probability : an introduction with applications in data science
Title
High-dimensional probability
Title remainder
an introduction with applications in data science
Statement of responsibility
Roman Vershynin
Creator
Author
Subject
Language
eng
Member of
Cataloging source
DLC
http://library.link/vocab/creatorDate
1974-
http://library.link/vocab/creatorName
Vershynin, Roman
Dewey number
519.2
Illustrations
illustrations
Index
index present
LC call number
QA273
LC item number
.V4485 2018
Literary form
non fiction
Nature of contents
bibliography
Series statement
Cambridge series in statistical and probabilistic mathematics
Series volume
47
http://library.link/vocab/subjectName
  • Probabilities
  • Stochastic processes
  • Random variables
  • Probabilities
  • Random variables
  • Stochastic processes
Label
High-dimensional probability : an introduction with applications in data science, Roman Vershynin
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 272-280) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preliminaries on random variables -- Concentration of sums of independent random variables -- Random vectors in high dimensions -- Random matrices -- Concentration without independence -- Quadratic forms, symmetrization and contraction -- Random processes -- Chaining -- Deviations of random matrices and geometric consequences -- Sparse recovery -- Dvoretzky-Milman's theorem
Control code
1029247498
Dimensions
27 cm.
Extent
xiv, 284 pages
Isbn
9781108415194
Lccn
2018016910
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)1029247498
Label
High-dimensional probability : an introduction with applications in data science, Roman Vershynin
Publication
Bibliography note
Includes bibliographical references (pages 272-280) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preliminaries on random variables -- Concentration of sums of independent random variables -- Random vectors in high dimensions -- Random matrices -- Concentration without independence -- Quadratic forms, symmetrization and contraction -- Random processes -- Chaining -- Deviations of random matrices and geometric consequences -- Sparse recovery -- Dvoretzky-Milman's theorem
Control code
1029247498
Dimensions
27 cm.
Extent
xiv, 284 pages
Isbn
9781108415194
Lccn
2018016910
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)1029247498

Library Locations

    • Mathematical Sciences LibraryBorrow it
      104 Ellis Library, Columbia, MO, 65201, US
      38.944377 -92.326537
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