Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization
暂无分享,去创建一个
[1] H. Sebastian Seung,et al. Learning the parts of objects by non-negative matrix factorization , 1999, Nature.
[2] Andrzej Cichocki,et al. Adaptive Blind Signal and Image Processing - Learning Algorithms and Applications , 2002 .
[3] Andrzej Cichocki,et al. Adaptive blind signal and image processing , 2002 .
[4] P. Hopke,et al. Application of modified alternating least squares regression to spectroscopic image analysis , 2003 .
[5] Rasmus Bro,et al. Multi-way Analysis with Applications in the Chemical Sciences , 2004 .
[6] Patrik O. Hoyer,et al. Non-negative Matrix Factorization with Sparseness Constraints , 2004, J. Mach. Learn. Res..
[7] Ji-Hong Wang,et al. Discriminant image resolution: a novel multivariate image analysis method utilizing a spatial classification constraint in addition to bilinear nonnegativity , 2005 .
[8] Inderjit S. Dhillon,et al. Generalized Nonnegative Matrix Approximations with Bregman Divergences , 2005, NIPS.
[9] David E. Booth,et al. Multi-Way Analysis: Applications in the Chemical Sciences , 2005, Technometrics.
[10] Zhaoshui He,et al. Extended SMART Algorithms for Non-negative Matrix Factorization , 2006, ICAISC.
[11] Andrzej Cichocki,et al. Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms , 2006, ICA.
[12] Minje Kim,et al. Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-Invariance , 2006, ICA.
[13] Ryszard Tadeusiewicz,et al. Artificial Intelligence and Soft Computing - ICAISC 2006, 8th International Conference, Zakopane, Poland, June 25-29, 2006, Proceedings , 2006, International Conference on Artificial Intelligence and Soft Computing.
[14] Christoph Schnörr,et al. Controlling Sparseness in Non-negative Tensor Factorization , 2006, ECCV.
[15] Lars Kai Hansen,et al. Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG , 2006, NeuroImage.
[16] Antti Oulasvirta,et al. Computer Vision – ECCV 2006 , 2006, Lecture Notes in Computer Science.
[17] Michael W. Berry,et al. Algorithms and applications for approximate nonnegative matrix factorization , 2007, Comput. Stat. Data Anal..
[18] Allan Kardec Barros,et al. Independent Component Analysis and Blind Source Separation , 2007, Signal Processing.
[19] Jan Wessnitzer,et al. A Model of Non-elemental Associative Learning in the Mushroom Body Neuropil of the Insect Brain , 2007, ICANNGA.
[20] Andrzej Cichocki,et al. Non-Negative Tensor Factorization using Alpha and Beta Divergences , 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.
[21] Andrzej Cichocki,et al. Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints , 2007, ICANNGA.