Fundamental tensor operations for large-scale data analysis using tensor network formats

Tensor Decompositions and Applications

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

Computing, Computer Science, Neuroscience +12

Ideal spatial adaptation by wavelet shrinkage

David L. Donoho, Iain M. Johnstone · Biometrika · 1994 · 7.8K citations

Computing, Computer Science, Optimization +13

Some Mathematical Notes on Three-Mode Factor Analysis

Ledyard R Tucker · Psychometrika · 1966 · 4.3K citations

Social Sciences, Mathematics, Item Response Theory +2

A Multilinear Singular Value Decomposition

Lieven De Lathauwer, Bart De Moor, Joos Vandewalle · SIAM Journal on Matrix Analysis and Applications · 2000 · 4.2K citations · Full text

Computing, Computational Engineering, Complex Systems +16

The density-matrix renormalization group in the age of matrix product states

Annals of Physics · 2010 · 4.1K citations · Full text

Natural Sciences, Mathematics, Physics +11