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Phase Transitions in Machine Learning

By: Lorenza (Universita degli Studi del Piemonte Orientale Amedeo Avogadro) Saitta (Author) , Attilio (Universita degli Studi del Piemonte Orientale Amedeo Avogadro) Giordana (Author) , Antoine Cornuejols (Author)

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Ksh 19,900.00

Format: Hardback or Cased Book

ISBN-13: 9780521763912

Publisher: Cambridge University Press

Publication Date: Jun 16th, 2011

Weight: 1016 grams

Dimension: 24.80 x 26.50 x 3.00 cms

Category: Machine learning

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This state-of-the-art overview describes how phase transitions occur and teaches appropriate methods for tackling the consequent problems. Weaving together fundamental aspects of computer science, statistical physics and machine learning, it provides sufficient mathematics and physics background to make the subject intelligible to researchers in AI and other computer science communities.

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