Nutzen Sie unsere Filialabholung und erhalten Sie diesen Artikel versandkostenfrei in Ihrer Filiale!

Prediction, Learning, and Games

This important new text and reference for researchers and students in machine learning, game theory, statistics and information theory offers the first comprehensive treatment of the problem of predicting individual sequences. Unlike standard statistical approaches to forecasting, prediction of individual sequences does not impose any probabilistic assumption on the data-generating mechanism. Yet, prediction algorithms can be constructed that work well for all possible sequences, in the sense that their performance is always nearly as good as the best forecasting strategy in a given reference class. The central theme is the model of prediction using expert advice, a general framework within which many related problems can be cast and discussed. Repeated game playing, adaptive data compression, sequential investment in the stock market, sequential pattern analysis, and several other problems are viewed as instances of the experts' framework and analyzed from a common nonstochastic standpoint that often reveals new and intriguing connections. Old and new forecasting methods are described in a mathematically precise way in order to characterize their theoretical limitations and possibilities.
Portrait
Nicol- Cesa-Bianchi is Professor of Computer Science at the University of Milan, Italy. His research interests include learning theory, pattern analysis, and worst-case analysis of algorithms. He is the acting editor of The Machine Learning Journal. Gabor Lugosi has been working on various problems in pattern classification, nonparametric statistics, statistical learning theory, game theory, probability, and information theory. He is co-author of the monographs, A Probabilistic Theory of Pattern Recognition and Combinatorial Methods of Density Estimation. He has been an associate editor of various journals including The IEEE Transactions of Information Theory, Test, ESAIM: Probability and Statistics and Statistics and Decisions.
… weiterlesen
In den Warenkorb
Filialabholung

Versandkostenfrei

Beschreibung

Produktdetails


Einband gebundene Ausgabe
Seitenzahl 408
Erscheinungsdatum 01.03.2006
Sprache Englisch
ISBN 978-0-521-84108-5
Verlag Cambridge University Press
Maße (L/B/H) 263/186/28 mm
Gewicht 942
Buch (gebundene Ausgabe, Englisch)
76,99
inkl. gesetzl. MwSt.
Versandfertig in 1 - 2 Wochen
Versandkostenfrei
In den Warenkorb
Filialabholung

Versandkostenfrei

Andere Kunden interessierten sich auch für

  • 61749461
    The Sun and Her Flowers
    von Rupi Kaur
    (4)
    Buch (Taschenbuch)
    12,99
  • 70728844
    Turtles All the Way Down
    von John Green
    (4)
    Buch (gebundene Ausgabe)
    13,99
  • 43564382
    Milk and Honey
    von Rupi Kaur
    (3)
    Buch (Taschenbuch)
    12,99 bisher 14,99
  • 39151356
    Harry Potter: The Complete Collection
    von Joanne K. Rowling
    (15)
    Buch (Taschenbuch)
    47,99 bisher 83,45
  • 70455348
    Harry Potter: A History of Magic
    von British Library
    Buch (gebundene Ausgabe)
    27,99
  • 46700128
    Origin
    von Dan Brown
    (1)
    Buch (gebundene Ausgabe)
    16,99
  • 43714443
    The Prisoner of Azkaban. Illustrated Edition
    von Joanne K. Rowling
    Buch (gebundene Ausgabe)
    27,99
  • 47566547
    Good Night Stories for Rebel Girls
    von Elena Favilli
    (3)
    Buch (gebundene Ausgabe)
    15,99
  • 70458566
    Harry Potter: A Journey through the History of Magic
    von British Library
    Buch (Taschenbuch)
    11,99
  • 62091066
    Anne Geddes Timeless 2018 Wall Calendar
    von Anne Geddes
    Buch (Taschenbuch)
    12,99
  • 47719298
    The Princess Saves Herself in This One
    von Amanda Lovelace
    (2)
    Buch (Taschenbuch)
    9,99
  • 34910866
    The Life List
    von Lori Nelson Spielman
    (7)
    Buch (Taschenbuch)
    6,99 bisher 9,70
  • 42416940
    George R. R. Martin's a Game of Thrones Leather Cloth Boxed Set (Song of Ice and Fire Series)
    von George R. R. Martin
    (9)
    Buch (Leder)
    41,99 bisher 67,49
  • 54641612
    Diary of a Wimpy Kid The Getaway
    von Jeff Kinney
    Buch (gebundene Ausgabe)
    8,99
  • 23361882
    Thirteen Reasons Why
    von Jay Asher
    Schulbuch (Taschenbuch)
    9,60
  • 82139678
    Darker: As Told by Christian
    von E L James
    Buch (Taschenbuch)
    7,99
  • 46576306
    The Hate U Give
    von Angie Thomas
    (4)
    Buch (gebundene Ausgabe)
    9,99
  • 70728937
    Turtles All the Way Down
    von John Green
    (3)
    Buch (gebundene Ausgabe)
    13,99
  • 41783587
    Walking Dead: The Pop-Up Book
    von S. D. Perry
    Buch (gebundene Ausgabe)
    44,99
  • 60734126
    Stormlight Archive 03. Oathbringer
    von Brandon Sanderson
    Buch (Taschenbuch)
    13,99

Kundenbewertungen


Es wurden noch keine Bewertungen geschrieben.

Wird oft zusammen gekauft

Prediction, Learning, and Games - Nicolo Cesa-Bianchi, Gabor (Universitat Pompeu Fabra Lugosi

Prediction, Learning, and Games

von Nicolo Cesa-Bianchi , Gabor (Universitat Pompeu Fabra Lugosi

Buch (gebundene Ausgabe, Englisch)
76,99
+
=
Causal Inference for Statistics, Social, and Biomedical Sciences - Guido W. Imbens, Donald B. Rubin

Causal Inference for Statistics, Social, and Biomedical Sciences

von Guido W. Imbens

Buch (gebundene Ausgabe)
48,99
+
=

für

125,98

inkl. gesetzl. MwSt.

Alle kaufen