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Numerical Matrix Decomposition and its Modern Applications: A Rigorous First Course PDF

10.4654 MB·other
by  Jun Lu
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Preview Numerical Matrix Decomposition and its Modern Applications: A Rigorous First Course

Description:
Matrix decomposition has become a core technology in machine learning, largely due to the
development of back propagation algorithm in fitting a neural network. The sole aim of this
survey is to give a self-contained introduction to concepts and mathematical tools in
numerical linear algebra and matrix analysis in order to seamlessly introduce matrix
decomposition techniques and their applications in subsequent sections.
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Most books are stored in the elastic cloud where traffic is expensive. For this reason, we have a limit on daily download.