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Probably Approximately Correct
Language: en
Pages: 210
Authors: Leslie Valiant
Categories: Science
Type: BOOK - Published: 2013-06-04 - Publisher: Basic Books (AZ)

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Presenting a theory of the theoryless, a computer scientist provides a model of how effective behavior can be learned even in a world as complex as our own, she
Probably Approximately Correct
Language: en
Pages: 210
Authors: Leslie Valiant
Categories: Science
Type: BOOK - Published: 2013-06-04 - Publisher: Basic Books

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From a leading computer scientist, a unifying theory that will revolutionize our understanding of how life evolves and learns. How does life prosper in a comple
Probably Approximately Correct
Language: en
Pages: 210
Authors: Leslie Valiant
Categories: Science
Type: BOOK - Published: 2013-06-04 - Publisher: Hachette UK

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From a leading computer scientist, a unifying theory that will revolutionize our understanding of how life evolves and learns. How does life prosper in a comple
An Introduction to Computational Learning Theory
Language: en
Pages: 230
Authors: Michael J. Kearns
Categories: Computers
Type: BOOK - Published: 1994-08-15 - Publisher: MIT Press

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Emphasizing issues of computational efficiency, Michael Kearns and Umesh Vazirani introduce a number of central topics in computational learning theory for rese
Understanding Machine Learning
Language: en
Pages: 415
Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei