A patch-based low-rank tensor approximation model for multiframe image denoising

Tensor Decompositions and Applications

Tamara G. Kolda, Brett W. Bader · SIAM Review · 2009 · 10.5K citations

Computing, Computer Science, Neuroscience +12

Robust principal component analysis?

Emmanuel J. Candès, Xiaodong Li, Yi Ma et al. · Journal of the ACM · 2011 · 6.9K citations

Computing, Computer Science, Computer Vision +16

A Singular Value Thresholding Algorithm for Matrix Completion

Jian‐Feng Cai, Emmanuel J. Candès, Zuowei Shen · SIAM Journal on Optimization · 2010 · 5.9K citations

Computing, Computer Science, Algorithms +16

Exact Matrix Completion via Convex Optimization

Emmanuel J. Candès, Benjamin Recht · Foundations of Computational Mathematics · 2009 · 5.1K citations · Full text

Computing, Computer Science, Mathematics +15

Some Mathematical Notes on Three-Mode Factor Analysis

Ledyard R Tucker · Psychometrika · 1966 · 4.3K citations

Social Sciences, Mathematics, Item Response Theory +2