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Prediction, Learning, and Games
monograph
Author(s):
Nicolo Cesa-Bianchi
,
Gabor Lugosi
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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Genomic Prediction
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Book
ISBN:
9780511546921
Publication date (Print):
2006
Publication date (Online):
2009
DOI:
10.1017/CBO9780511546921
SO-VID:
0954c77c-144e-4dba-a50e-6a574d184d3c
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Book chapters
pp. xi
Preface
pp. 1
Introduction
pp. 7
Prediction with Expert Advice
pp. 40
Tight Bounds for Specific Losses
pp. 67
Randomized Prediction
pp. 99
Efficient Forecasters for Large Classes of Experts
pp. 128
Prediction with Limited Feedback
pp. 180
Prediction and Playing Games
pp. 233
Absolute Loss
pp. 247
Logarithmic Loss
pp. 276
Sequential Investment
pp. 293
Linear Pattern Recognition
pp. 333
Linear Classification
pp. 359
Appendix
pp. 373
References
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