Reliable Reasoning

Reliable Reasoning
Author :
Publisher : MIT Press
Total Pages : 119
Release :
ISBN-10 : 9780262517348
ISBN-13 : 0262517345
Rating : 4/5 (48 Downloads)

Book Synopsis Reliable Reasoning by : Gilbert Harman

Download or read book Reliable Reasoning written by Gilbert Harman and published by MIT Press. This book was released on 2012-01-13 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: The implications for philosophy and cognitive science of developments in statistical learning theory. In Reliable Reasoning, Gilbert Harman and Sanjeev Kulkarni—a philosopher and an engineer—argue that philosophy and cognitive science can benefit from statistical learning theory (SLT), the theory that lies behind recent advances in machine learning. The philosophical problem of induction, for example, is in part about the reliability of inductive reasoning, where the reliability of a method is measured by its statistically expected percentage of errors—a central topic in SLT. After discussing philosophical attempts to evade the problem of induction, Harman and Kulkarni provide an admirably clear account of the basic framework of SLT and its implications for inductive reasoning. They explain the Vapnik-Chervonenkis (VC) dimension of a set of hypotheses and distinguish two kinds of inductive reasoning. The authors discuss various topics in machine learning, including nearest-neighbor methods, neural networks, and support vector machines. Finally, they describe transductive reasoning and suggest possible new models of human reasoning suggested by developments in SLT.


Reliable Reasoning Related Books

Reliable Reasoning
Language: en
Pages: 119
Authors: Gilbert Harman
Categories: Psychology
Type: BOOK - Published: 2012-01-13 - Publisher: MIT Press

DOWNLOAD EBOOK

The implications for philosophy and cognitive science of developments in statistical learning theory. In Reliable Reasoning, Gilbert Harman and Sanjeev Kulkarni
Reliable Reasoning
Language: en
Pages: 119
Authors: Gilbert Harman
Categories: Psychology
Type: BOOK - Published: 2012-01-13 - Publisher: MIT Press

DOWNLOAD EBOOK

The implications for philosophy and cognitive science of developments in statistical learning theory. In Reliable Reasoning, Gilbert Harman and Sanjeev Kulkarni
A Guide to Good Reasoning
Language: en
Pages: 508
Authors: David C. Wilson
Categories: Philosophy
Type: BOOK - Published: 1999 - Publisher: McGraw-Hill Companies

DOWNLOAD EBOOK

Reasoning
Language: en
Pages: 284
Authors: Magdalena Balcerak Jackson
Categories: Philosophy
Type: BOOK - Published: 2019 - Publisher:

DOWNLOAD EBOOK

This new volume addresses the central questions which surround the process of reasoning. This emerging topic of analytic philosophy intersects with numerous oth
Good Reasoning Matters!
Language: en
Pages: 0
Authors: Leo Groarke
Categories: Critical thinking
Type: BOOK - Published: 2008 - Publisher: Oxford University Press, USA

DOWNLOAD EBOOK

Good Reasoning Matters uses an innovative approach to critical thinking by teaching students how to argue effectively rather than just point out the short comin