Alternating proximal gradient method for sparse nonnegative Tucker decomposition

Type: Article

Publication Date: 2014-05-19

Citations: 85

DOI: https://doi.org/10.1007/s12532-014-0074-y

Locations

  • Mathematical Programming Computation - View
  • arXiv (Cornell University) - View - PDF

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Works Cited by This (27)

Action Title Year Authors
+ Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation 2009 Andrzej Cichocki
Rafał Zdunek
Anh Huy Phan
Шун-ичи Амари
+ A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion 2013 Yangyang Xu
Wotao Yin
+ Joint Orthomax Rotation of the Core and Component Matrices Resulting from Three-mode Principal Components Analysis 1998 Henk A. L. Kiers
+ Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition 1970 J. Douglas Carroll
Jih-Jie Chang
+ On the Best Rank-1 and Rank-(<i>R</i><sub>1</sub> ,<i>R</i><sub>2</sub> ,. . .,<i>R<sub>N</sub></i>) Approximation of Higher-Order Tensors 2000 Lieven De Lathauwer
Bart De Moor
Joos Vandewalle
+ The Łojasiewicz Inequality for Nonsmooth Subanalytic Functions with Applications to Subgradient Dynamical Systems 2007 Jérôme Bolte
Aris Daniilidis
Adrian S. Lewis
+ Tensor Decompositions and Applications 2009 Tamara G. Kolda
Brett W. Bader
+ Computing non-negative tensor factorizations 2008 Michael P. Friedlander
Kathrin Hatz
+ Positive matrix factorization: A non‐negative factor model with optimal utilization of error estimates of data values 1994 Pentti Paatero
Unto Tapper
+ A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems 2009 Amir Beck
Marc Teboulle