Fast Decomposition of Large Nonnegative Tensors
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[1] H. Sebastian Seung,et al. Algorithms for Non-negative Matrix Factorization , 2000, NIPS.
[2] J. Cullum,et al. Lanczos algorithms for large symmetric eigenvalue computations , 1985 .
[3] Chih-Jen Lin,et al. Projected Gradient Methods for Nonnegative Matrix Factorization , 2007, Neural Computation.
[4] Pierre Comon,et al. Tensors : A brief introduction , 2014, IEEE Signal Processing Magazine.
[5] P. Paatero. The Multilinear Engine—A Table-Driven, Least Squares Program for Solving Multilinear Problems, Including the n-Way Parallel Factor Analysis Model , 1999 .
[6] Andrzej Cichocki,et al. Nonnegative Matrix and Tensor Factorization T , 2007 .
[7] H. Kiers. Towards a standardized notation and terminology in multiway analysis , 2000 .
[8] Andrzej Cichocki,et al. Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation , 2012, IEEE Transactions on Signal Processing.
[9] Rasmus Bro,et al. MULTI-WAY ANALYSIS IN THE FOOD INDUSTRY Models, Algorithms & Applications , 1998 .
[10] Nikos D. Sidiropoulos,et al. Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition , 2014, IEEE Signal Processing Magazine.
[11] P. Paatero. A weighted non-negative least squares algorithm for three-way ‘PARAFAC’ factor analysis , 1997 .
[12] P. Comon,et al. Tensor decompositions, alternating least squares and other tales , 2009 .
[13] Nikos D. Sidiropoulos,et al. Parallel factor analysis in sensor array processing , 2000, IEEE Trans. Signal Process..
[14] Pierre Comon,et al. Computing the polyadic decomposition of nonnegative third order tensors , 2011, Signal Process..
[15] Carl Tim Kelley,et al. Iterative methods for optimization , 1999, Frontiers in applied mathematics.
[16] Pierre Comon,et al. Nonnegative approximations of nonnegative tensors , 2009, ArXiv.
[17] Stephen P. Boyd,et al. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers , 2011, Found. Trends Mach. Learn..
[18] Pierre Comon,et al. Enhanced Line Search: A Novel Method to Accelerate PARAFAC , 2008, SIAM J. Matrix Anal. Appl..
[19] Lu Wang,et al. Nonnegative compression for Semi-Nonnegative Independent Component Analysis , 2014, 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM).
[20] Andrzej Cichocki,et al. Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective , 2014, IEEE Signal Processing Magazine.
[21] Joos Vandewalle,et al. A Multilinear Singular Value Decomposition , 2000, SIAM J. Matrix Anal. Appl..
[22] Nathan Halko,et al. Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions , 2009, SIAM Rev..