Compact implicit surface reconstruction via low-rank tensor approximation

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

Stephen Boyd · Foundations and Trends® in Machine Learning · 2011 · 16K citations

Computing, Computer Science, Machine Learning +13

Tensor Decompositions and Applications

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

Computing, Computer Science, Neuroscience +12

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

Analysis of Individual Differences in Multidimensional Scaling Via an N-way Generalization of “Eckart-Young” Decomposition

J. Douglas Carroll, Jih-Jie Chang · Psychometrika · 1970 · 4.7K citations

Education, Biostatistics, Individual Differences +4

A volumetric method for building complex models from range images

Brian Curless, Marc Levoy · 1996 · 3.1K citations

Computing, Computer Science, Visualization +11