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Böcker av Andrzej Cichocki

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  • - Part 2, Applications and Future Perspectives
    av Andrzej Cichocki
    1 756,-

    Discusses tensor network models for super-compressed higher-order representation of data/parameters and cost functions, together with an outline of their applications in machine learning and data analytics.

  • - Part 1 Low-Rank Tensor Decompositions
    av Andrzej Cichocki
    1 556,-

    Provides a systematic and example-rich guide to the basic properties and applications of tensor network methodologies, and demonstrates their promise as a tool for the analysis of extreme-scale multidimensional data. The book demonstrates the ability of tensor networks to provide linearly or even super-linearly, scalable solutions.

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