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Prediction, learning, and games /

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 Details
Call Number:Libro Electrónico
Main Author: Cesa-Bianchi, Nicolò, 1963-
Other Authors: Lugosi, Gábor
Format: Electronic eBook
Language:Inglés
Published: Cambridge ; New York : Cambridge University Press, 2006.
Subjects:
Online Access:Texto completo
Table of 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.