Matrix completion methods for the total electron content video reconstruction

DOI10.1214/21-AOAS1541zbMath1498.62338arXiv2012.01618OpenAlexW3107074090MaRDI QIDQ2170384

Yanyan Li

Publication date: 5 September 2022

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2012.01618

zbMATH Keywords

regularizationmatrix completionauxiliary datatemporal smoothingtotal electron content (TEC)

Mathematics Subject Classification ID

Applications of statistics in engineering and industry; control charts (62P30) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Matrix completion problems (15A83)

Cites Work

• Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares
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• Multivariate empirical Bayes and estimation of covariance matrices
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• Matrix completion via an alternating direction method
• Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method
• Matrix Completion and Extrapolation via Kernel Regression
• The Power of Convex Relaxation: Near-Optimal Matrix Completion
• Low-rank matrix completion using alternating minimization
• Ridge Regression: Biased Estimation for Nonorthogonal Problems
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