Phase Transitions In Machine Learning

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Phase Transitions in Machine Learning
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Type: BOOK - Published: 2011-06-16 - Publisher: Cambridge University Press

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Phase transitions typically occur in combinatorial computational problems and have important consequences, especially with the current spread of statistical rel
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Phase transitions--changes between different states of organization in a complex system--have long helped to explain physics concepts, such as why water freezes
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A clear, concise and rigorous textbook covering phase transitions in the context of advances in electronic structure and statistical mechanics.
Elements of Phase Transitions and Critical Phenomena
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As an introductory account of the theory of phase transitions and critical phenomena, this book reflects lectures given by the authors to graduate students at t
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This open access book constitutes revised selected papers from the 4th International Workshop on Brain-Inspired Computing, BrainComp 2019, held in Cetraro, Ital