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Prediction, Learning, and Games

Nicolò Cesa-Bianchi and Gaacute;bor Lugosi
Publisher: 
Cambridge University Press
Publication Date: 
2006
Number of Pages: 
394
Format: 
Hardcover
Price: 
65.00
ISBN: 
0521841089
Category: 
Monograph
We do not plan to review this book.

 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; 13. Appendix.

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