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Vovk, Vladimir

Algorithmic Learning in a Random World

Algorithmic Learning in a Random World

83,00€

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ISBN: 9780387250618
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Table of contents

1. Introduction
2. Conformal prediction
3. Classification with conformal predictors
4. Modifications of conformal predictors
5. Probabilistic prediction I: impossibility results
6. Probabilistic prediction II: Venn predictors
7. Beyond exchangeability
8. On-line compression modeling I: conformal prediction
9. On-line compression modeling II: Venn prediction
10. Perspectives and contrasts

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Keywords: COMPUTERS / Computer Science COM014000

Author(s)
 
 
Publisher
Springer
Publication year
2005
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9780387250618

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