عنوان
پدید آورنده
موضوع
رده
Q325.5
Q325
.
5
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9781107184589 (hardback)
(Number (ISBN
9781316636008 (paperback)
NATIONAL BIBLIOGRAPHY NUMBER
Number
3915
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Algorithmic aspects of machine learning
General Material Designation
[electronic resources]
First Statement of Responsibility
/ Ankur Moitra.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
; New York, NY, USA
Name of Publisher, Distributor, etc.
: Cambridge University Press
Date of Publication, Distribution, etc.
, 2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
vii, 151 pages.
Other Physical Details
: illustrations.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 143-149) and index.
CONTENTS NOTE
Text of Note
1. Introduction; 2. Nonnegative matrix factorization; 3. Tensor decompositions - algorithms; 4. Tensor decompositions - applications; 5. Sparse recovery; 6. Sparse coding; 7. Gaussian mixture models; 8. Matrix completion.
0
SUMMARY OR ABSTRACT
Text of Note
Machine learning is reshaping our everyday life. This book explores the theoretical underpinnings in an accessible way, offering theoretical computer scientists an introduction to important models and problems and offering machine learning researchers a cutting-edge algorithmic toolkit.
TOPICAL NAME USED AS SUBJECT
Entry Element
Machine learning -- Mathematics.
Entry Element
Computer algorithms.
UNCONTROLLED SUBJECT TERMS
Subject Term
Mathematics.
Subject Term
Machine learning.
Subject Term
Computer algorithms.
DEWEY DECIMAL CLASSIFICATION
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
Q325
.
5
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Moitra, Ankur, 1985- ,
Dates
1985-
Relator Code
Author
ORIGINATING SOURCE
Country
ایران
Agency
Central Library of the Kurdistan University
Date of Transaction
20180209143049.0
Cataloguing Rules (Descriptive Conventions))
rda
e
BL
280328
a
Y
