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Tensor Networks for Dimensionality Reduction and Large-Scale Optimization
Language: en
Pages: 262
Authors: Andrzej Cichocki
Categories: Computers
Type: BOOK - Published: 2017-05-28 - Publisher:

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This monograph builds on Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions by discussing tensor n
Tensor Networks for Dimensionality Reduction and Large-scale Optimization
Language: en
Pages: 180
Authors: Andrzej Cichocki
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Modern applications in engineering and data science are increasingly based on multidimensional data of exceedingly high volume, variety, and structural richness
Tensor Networks for Dimensionality Reduction and Large-Scale Optimization
Language: en
Pages: 196
Authors: Andrzej Cichocki
Categories: Computers
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This monograph provides a systematic and example-rich guide to the basic properties and applications of tensor network methodologies, and demonstrates their pro
Tensor Network Contractions
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Tensor network is a fundamental mathematical tool with a huge range of applications in physics, such as condensed matter physics, statistic physics, high energy
Introduction to Tensor Network Methods
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Authors: Simone Montangero
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This volume of lecture notes briefly introduces the basic concepts needed in any computational physics course: software and hardware, programming skills, linear