Spectral methods for data science: A statistical perspective

Y Chen, Y Chi, J Fan, C Ma - Foundations and Trends® in …, 2021 - nowpublishers.com
Spectral methods have emerged as a simple yet surprisingly effective approach for
extracting information from massive, noisy and incomplete data. In a nutshell, spectral …
被引用次数：148 相关文章

Spectral Methods for Data Science: A Statistical Perspective

Y Chen, Y Chi, J Fan, C Ma - arXiv preprint arXiv:2012.08496, 2020 - arxiv.org
Spectral methods have emerged as a simple yet surprisingly effective approach for
extracting information from massive, noisy and incomplete data. In a nutshell, spectral …

Spectral Methods for Data Science: A Statistical Perspective

Y Chen, Y Chi, J Fan, C Ma - arXiv e-prints, 2020 - ui.adsabs.harvard.edu
Spectral methods have emerged as a simple yet surprisingly effective approach for
extracting information from massive, noisy and incomplete data. In a nutshell, spectral …

Spectral Methods for Data Science: A Statistical Perspective

Y Chen, Y Chi, J Fan, C Ma - Foundations and Trends in …, 2021 - collaborate.princeton.edu
Spectral methods have emerged as a simple yet surprisingly effective approach for
extracting information from massive, noisy and incomplete data. In a nutshell, spectral …

Spectral Methods for Data Science: A Statistical Perspective

Y Chen, Y Chi, J Fan, C Ma - 2021 - ieeexplore.ieee.org
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 …

Spectral Methods for Data Science:: A Statistical Perspective

Y Chen, Y Chi, J Fan, C Ma - Foundations and Trends® in Machine …, 2021 - dl.acm.org
Spectral methods have emerged as a simple yet surprisingly effective approach for
extracting information from massive, noisy and incomplete data. In a nutshell, spectral …
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[PDF][PDF] Spectral Methods for Data Science: A Statistical Perspective

Y Chen, Y Chi, J Fan, C Ma - Foundations and Trends® in Machine …, 2021 - par.nsf.gov
Spectral methods have emerged as a simple yet surprisingly effective approach for
extracting information from massive, noisy and incomplete data. In a nutshell, spectral …