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Tamara G. Kolda is an independent consultant under the auspices of her company, MathSci.ai. Her research background is in numerical linear algebra, optimization, data science, and scientific software, and she is well known for her pioneering algorithmic and software work in tensor decompositions. She has been honoured with various recognitions, notably her appointments as member of the US National Academy of Engineering (NAE), Fellow of the Society for Industrial and Applied Mathematics (SIAM),
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Tensor Decompositions for Data Science

Grey Ballard , Tamara G. Kolda

Cambridge University Press

2025-06-26

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Tensors are essential in modern day computational and data sciences. This book explores the foundations of tensor decompositions, a data analysis methodology that is ubiquitous in machine learning, signal processing, chemometrics, neuroscience,...

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