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Prediction, learning, and games / Nicolò Cesa-Bianchi, Gábor Lugosi.
Author
Cesa-Bianchi, Nicolò, 1963-
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Format
Book
Language
English
Published/Created
Cambridge ; New York : Cambridge University Press, 2006.
Description
1 online resource (xii, 394 pages) : illustrations
Availability
Available Online
Cambridge Core All Books
Details
Subject(s)
Game theory
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Machine learning
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Computer algorithms
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Related name
Lugosi, Gábor
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Summary note
The central theme here is a model of prediction using expert advice, a general framework within which many related problems can be cast and discussed, including repeated game playing, adaptive data compression, sequential investment in the stock market, and sequential pattern analysis.
Bibliographic references
Includes bibliographical references (pages 373-386) and indexes.
Source of description
Print version record.
Contents
Cover; Half-title; Title; Copyright; Dedication; Contents; Preface; 1 Introduction; 2 Prediction with Expert Advice; 3 Tight Bounds for Specific Losses; 4 Randomized Prediction; 5 Efficient Forecasters for Large Classes of Experts; 6 Prediction with Limited Feedback; 7 Prediction and Playing Games; 8 Absolute Loss; 9 Logarithmic Loss; 10 Sequential Investment; 11 Linear Pattern Recognition; 12 Linear Classification; Appendix; References; Author Index; Subject Index.
ISBN
0511191782 ((electronic bk.))
9780511191787 ((electronic bk.))
9780511546921
0511546920
0511189958 ((electronic bk. ; : Adobe Reader))
9780511189951 ((electronic bk. ; : Adobe Reader))
051119059X
9780511190599
0511190913
9780511190919
0511191316 ((electronic bk.))
9780511191312 ((electronic bk.))
0521841089 ((hardback))
9780521841085
OCLC
70056026
International Article Number
9780521841085
Other standard number
X0-R47103
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
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Prediction, learning, and games / Nicolo Cesa-Bianchi, Gabor Lugosi.
id
9953283653506421