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Tensor Computation for Data Analysis
Language: en
Pages: 347
Authors: Yipeng Liu
Categories: Technology & Engineering
Type: BOOK - Published: 2021-08-31 - Publisher: Springer Nature

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Tensor is a natural representation for multi-dimensional data, and tensor computation can avoid possible multi-linear data structure loss in classical matrix co
Tensors for Data Processing
Language: en
Pages: 598
Authors: Yipeng Liu
Categories: Technology & Engineering
Type: BOOK - Published: 2021-10-21 - Publisher: Academic Press

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Tensors for Data Processing: Theory, Methods and Applications presents both classical and state-of-the-art methods on tensor computation for data processing, co
High-Performance Tensor Computations in Scientific Computing and Data Science
Language: en
Pages: 192
Authors: Edoardo Angelo Di Napoli
Categories: Science
Type: BOOK - Published: 2022-11-08 - Publisher: Frontiers Media SA

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Research on Tensor Computation and Its Application on Data Science
Language: en
Pages: 0
Authors: Zequn Zheng
Categories:
Type: BOOK - Published: 2023 - Publisher:

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Tensors or multidimensional arrays are higher order generalizations of matrices. They are natural structures for expressing data that have inherent higher order
Tensor Regression
Language: en
Pages:
Authors: Jiani Liu
Categories:
Type: BOOK - Published: 2021-09-27 - Publisher:

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Tensor Regression is the first thorough overview of the fundamentals, motivations, popular algorithms, strategies for efficient implementation, related applicat