Spectral Methods for Data Science: A Statistical Perspective

by Jianqing Fan, Yuejie Chi, Yuxin Chen

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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...

Format:Paperback

Language:English

ISBN:1680838962

ISBN13:9781680838961

Release Date:October 2021

Publisher:Now Publishers

Length:254 Pages

Weight:0.80 lbs.

Dimensions:0.5" x 6.1" x 9.2"

Related Subjects

Computers Computers & Technology

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Spectral Methods for Data Science: A Statistical Perspective

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