Tensor Decompositions for Data Science - Grey Ballard,Tamara G Kolda
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Aimed at students in mathematics, computer science, statistics, engineering, and physical and life sciences, this book introduces the foundations of tensor decompositions, a data analysis methodology ubiquitous in machine learning, signal processing, neuroscience, quantum computing, financial analysis, market analysis, and image processing.
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Description
Aimed at students in mathematics, computer science, statistics, engineering, and physical and life sciences, this book introduces the foundations of tensor decompositions, a data analysis methodology ubiquitous in machine learning, signal processing, neuroscience, quantum computing, financial analysis, market analysis, and image processing.
More Information
| Author | Grey Ballard, Tamara G Kolda |
|---|---|
| Publisher | Cambridge University Press |
| Release year | 2025 |
| Cover type | Hardcover |
| EAN | 9781009471671 |