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Induction, Algorithmic Learning Theory, and Philosophy 2007

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Michèle Friend, Norma B. Goethe, Valentina S. Harizanov:
Induction, Algorithmic Learning Theory, and Philosophy. Logic, Epistemology, and the Unity of Science 9, Springer 2007, ISBN 978-1-4020-6126-4

Introduction to the Philosophy and Mathematics of Algorithmic Learning Theory

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Valentina S. Harizanov, Norma B. Goethe, Michèle Friend:
Introduction to the Philosophy and Mathematics of Algorithmic Learning Theory. 1-24

Technical Papers

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Valentina S. Harizanov:
Inductive Inference Systems for Learning Classes of Algorithmically Generated Sets and Structures. 27-54
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Eric Martin, Arun Sharma, Frank Stephan:
Deduction, Induction, and beyond in Parametric Logic. 55-110
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Kevin T. Kelly:
How Simplicity Helps You Find the Truth without Pointing at it. 111-143
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Iraj Kalantari:
Induction over the Continuum. 145-154

Philosophy Papers

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Oliver Schulte:
Logically Reliable Inductive Inference. 157-178
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Michèle Friend:
Some Philosophical Concerns about the Confidence in 'Confident Learning'. 179-197
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Kevin T. Kelly:
How to Do Things with an Infinite Regress. 199-217
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Clark Glymour:
Trade-Offs. 219-232
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Norma B. Goethe:
Two Ways of Thinking about Induction. 233-258
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Brendan Larvor:
Between History and Logic. 259-278

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