An iterative deflation algorithm for exact CP tensor decomposition
暂无分享,去创建一个
Pierre Comon | André Lima Férrer de Almeida | Alex Pereira da Silva | P. Comon | A. D. Almeida | A. P. D. Silva
[1] P. Paatero. A weighted non-negative least squares algorithm for three-way ‘PARAFAC’ factor analysis , 1997 .
[2] Rasmus Bro,et al. Multi-way Analysis with Applications in the Chemical Sciences , 2004 .
[3] Na Li,et al. Some Convergence Results on the Regularized Alternating Least-Squares Method for Tensor Decomposition , 2011, 1109.3831.
[4] G. Golub,et al. Tracking a few extreme singular values and vectors in signal processing , 1990, Proc. IEEE.
[5] Andrzej Cichocki,et al. Deflation method for CANDECOMP/PARAFAC tensor decomposition , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[6] Joos Vandewalle,et al. On the Best Rank-1 and Rank-(R1 , R2, ... , RN) Approximation of Higher-Order Tensors , 2000, SIAM J. Matrix Anal. Appl..
[7] André Uschmajew,et al. Local Convergence of the Alternating Least Squares Algorithm for Canonical Tensor Approximation , 2012, SIAM J. Matrix Anal. Appl..
[8] Pierre Comon,et al. Tensors : A brief introduction , 2014, IEEE Signal Processing Magazine.
[9] Gene H. Golub,et al. Genericity And Rank Deficiency Of High Order Symmetric Tensors , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.
[10] P. Comon,et al. Tensor decompositions, alternating least squares and other tales , 2009 .
[11] Andrzej Cichocki,et al. Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations , 2009, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..
[12] P. Comon,et al. Subtracting a best rank-1 approximation does not necessarily decrease tensor rank , 2015 .
[13] Pierre Comon,et al. Subtracting a best rank-1 approximation may increase tensor rank , 2009, 2009 17th European Signal Processing Conference.
[14] Berkant Savas,et al. Algorithms in data mining using matrix and tensor methods , 2008 .
[15] H. Kiers. Towards a standardized notation and terminology in multiway analysis , 2000 .
[16] Liqi Wang,et al. On the Global Convergence of the Alternating Least Squares Method for Rank-One Approximation to Generic Tensors , 2014, SIAM J. Matrix Anal. Appl..
[17] André Lima Férrer de Almeida,et al. PARAFAC-based unified tensor modeling for wireless communication systems with application to blind multiuser equalization , 2007, Signal Process..
[18] Pierre Comon,et al. Handbook of Blind Source Separation: Independent Component Analysis and Applications , 2010 .
[19] L. Lathauwer,et al. On the Best Rank-1 and Rank-( , 2004 .