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Algorithmic Learning in a Random World

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Cover of 'Algorithmic Learning in a Random World'

Table of Contents

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