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Friend, Michèle

Induction, Algorithmic Learning Theory, and Philosophy

Friend, Michèle - Induction, Algorithmic Learning Theory, and Philosophy, ebook

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ISBN: 9781402061271
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Table of contents

1. Introduction to the Philosophy and Mathematics of Algorithmic Learning Theory
Valentina S. Harizanov, Norma B. Goethe, Michèle Friend

I. Technical Papers

2. Inductive Inference Systems for Learning Classes of Algorithmically Generated Sets and Structures
Valentina S. Harizanov

3. Deduction, Induction, and beyond in Parametric Logic
Eric Martin, Arun Sharma, Frank Stephan

4. How Simplicity Helps You Find the Truth without Pointing at it
Kevin T. Kelly

5. Induction over the Continuum
Iraj Kalantari

II. Philosophy Papers

6. Logically Reliable Inductive Inference
Oliver Schulte

7. Some Philosophical Concerns about the Confidence in ‘Confident Learning’
Michèle Friend

8. How to Do Things with an Infinite Regress
Kevin T. Kelly

9. Trade-Offs
Clark Glymour

10. Two Ways of Thinking about Induction
Norma B. Goethe

11. Between History and Logic
Brendan Larvor

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Keywords: PHILOSOPHY / General PHI000000

Author(s)
 
 
Publisher
Springer
Publication year
2007
Language
en
Edition
1
Category
Philosophy
Format
Ebook
eISBN (PDF)
9781402061271

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