Lie Group Machine Learning

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Lie Group Machine Learning
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Type: BOOK - Published: 2018-11-05 - Publisher: Walter de Gruyter GmbH & Co KG

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This book explains deep learning concepts and derives semi-supervised learning and nuclear learning frameworks based on cognition mechanism and Lie group theory
Lie Group Machine Learning
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This book explains deep learning concepts and derives semi-supervised learning and nuclear learning frameworks based on cognition mechanism and Lie group theory
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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
Mathematics for Machine Learning
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The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, opti
Differential Geometry and Lie Groups
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This textbook offers an introduction to differential geometry designed for readers interested in modern geometry processing. Working from basic undergraduate pr