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Paperback Spectral Methods for Data Science: A Statistical Perspective Book

ISBN: 1680838962

ISBN13: 9781680838961

Spectral Methods for Data Science: A Statistical Perspective

In contemporary science and engineering applications, the volume of available data is growing at an enormous rate. Spectral methods have emerged as a simple yet surprisingly effective approach for extracting information from massive, noisy and incomplete data. A diverse array of applications have been found in machine learning, imaging science, financial and econometric modeling, and signal processing. This monograph presents a systematic, yet accessible...

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