Changes between Version 5 and Version 6 of MatrixFactorization


Ignore:
Timestamp:
05/10/11 14:33:25 (3 years ago)
Author:
MarinkaZitnik
Comment:

Legend:

Unmodified
Added
Removed
Modified
  • MatrixFactorization

    v5 v6  
    3131=== pmf === 
    3232Probabilistic MF. Model which scales linearly with the number of observations and performs well on large, sparse, imbalanced datasets.[[BR]] 
    33 Reference: (Salakhutdinov, 2008). 
     33Reference: (Salakhutdinov, 2007). 
    3434 
    3535=== psmf === 
     
    108108 * Pascual-Montano, A., Carazo, J. M., Kochi, K., Lehmann, D., Pascual-Marqui, R. D. Nonsmooth nonnegative matrix factorization (nsnmf). IEEE transactions on pattern analysis and machine intelligence, 2006 28(3), 403--415. 
    109109 * Wang, Y., Turk, M. Fisher non-negative matrix factorization for learning local features, 2004. 
    110  * Salakhutdinov, R., Mnih, A. Probabilistic Matrix Factorization Learning, ICML, 2008. 
     110 * Salakhutdinov, R., Mnih, A. Probabilistic Matrix Factorization. Advances in Neural Information Processing Systems 20 (NIPS 2007). 
    111111 * Sra, S., Dhillon, I. S. Nonnegative Matrix Approximation : Algorithms and Applications. Sciences-New York, 2006, 1--36. 
    112112 * Zhiyong Shen, Liang Du, Xukun Shen, Yidong Shen, Interval-valued Matrix Factorization with Applications, Data Mining, IEEE International Conference on, pp. 1037--1042, 2010 IEEE International Conference on Data Mining, 2010.