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
Resource Information
The item High-dimensional probability : an introduction with applications in data science, Roman Vershynin represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 1 library branch.
Resource Information
The item High-dimensional probability : an introduction with applications in data science, Roman Vershynin represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 1 library branch.
- Extent
- xiv, 284 pages
- 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
- Isbn
- 9781108415194
- 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
- Language
- eng
- 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
- 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
- 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
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/High-dimensional-probability--an-introduction/jsAYR-WOkBk/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/High-dimensional-probability--an-introduction/jsAYR-WOkBk/">High-dimensional probability : an introduction with applications in data science, Roman Vershynin</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>
