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Spectral Methods for Data Science

By: Yuxin Chen (Author) , Yuejie Chi (Author) , Jianqing Fan (Author)

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Format: Paperback or Softback

ISBN-13: 9781680838961

Publisher: now publishers Inc

Publication Date: Oct 21st, 2021

Dimension: 23.40 x 15.60 x 36.50 cms

Category: Machine learning

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Offers a systematic, yet accessible introduction to spectral methods from a modern statistical perspective, highlighting their algorithmic implications in diverse large-scale applications. The authors provide a unified and comprehensive treatment that establishes the theoretical underpinnings for spectral methods.

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