Cargando…
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.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge ; New York :
Cambridge University Press,
2006.
|
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.