Changes between Version 20 and Version 21 of MatrixFactorization


Ignore:
Timestamp:
08/04/11 11:57:56 (3 years ago)
Author:
MarinkaZitnik
Comment:

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  • MatrixFactorization

    v20 v21  
    5252* random 
    5353* fixed 
    54 * nndsvd 
     54* nndsvd (Boutsidis, 2007) 
     55* random C (Albright, 2006) 
     56* random Vcol (Albright, 2006) 
    5557* pmf 
    5658* algorithm specific 
     
    143145 * Laurberg, H.,et. al. Theorems on positive data: on the uniqueness of NMF. Computational intelligence and neuroscience. 2008. 
    144146 * Hansen, L. K. Generalization in high-dimensional factor models. 2008. Web: http://www.stanford.edu/group/mmds/slides2008/hansen.pdf. 
     147 * Albright, R. et al., (2006). Algorithms, initializations, and convergence for the nonnegative matrix factorization. Matrix, (919), p.1-18. 
     148 *  Boutsidis, C., Gallopoulos, E., (2007). SVD-based initialization: A head start for nonnegative matrix factorization, Pattern Recognition, 2007.