2009

Wang, P.; Domeniconi, C. & Laskey, K. (2009), 'Latent Dirichlet Bayesian Co-Clustering', Machine Learning and Knowledge Discovery in Databases , 522--537 .

2008

Shan, H. & Banerjee, A. (2008), Bayesian Co-clustering., in 'ICDM' , IEEE Computer Society, , pp. 530-539 .

Teh, Y. W.; Kurihara, K. & Welling, M. (2008), Collapsed Variational Inference for HDP, in 'Advances in Neural Information Processing Systems' .

Vazquez, A. (2008), 'Bayesian approach to clustering real value, categorical and network
data: solution via variational methods' , cite arxiv:0805.2689 Comment: 12 pages, 5 figures. New sections added .

2006

Teh, Y.; Jordan, M.; Beal, M. & Blei, D. (2006), 'Hierarchical dirichlet processes', Journal of the American Statistical Association 101 , 1566--1581 .

2005

Banerjee, A.; Merugu, S.; Dhillon, I. S. & Ghosh, J. (2005), 'Clustering with Bregman Divergences.', Journal of Machine Learning Research 6 , 1705-1749 .

Heinrich, G. (2005), 'Parameter estimation for text analysis', Web: http://www. arbylon. net/publications/text-est. pdf .

2004

Hertzmann, A. (2004), Introduction to Bayesian learning, in 'SIGGRAPH '04: ACM SIGGRAPH 2004 Course Notes' , ACM, New York, NY, USA , pp. 22 .

2001

Murphy, K. (2001), 'An introduction to graphical models' , Web .

1999

Cowell, R. (1999), 'Introduction to inference for Bayesian networks', Learning in graphical models , 9--26 .

Jordan, M. I.; Ghahramani, Z.; Jaakkola, T. S. & Saul, L. K. (1999), 'An Introduction to Variational Methods for Graphical Models', Mach. Learn. 37 , 183--233 .

1998

Cowell, R. (1998), Advanced inference in Bayesian networks , Learning in Graphical Models. MIT Press .

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Jordan, M. (1998), Learning in graphical models , Kluwer Academic Publishers .

1994

Buntine, W. L. (1994), 'Operations for Learning with Graphical Models', Journal of Artificial Intelligence Research 2 , 159--225 .

1984

AN, S. & AN, D. (1984), 'Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images', IEEE Trans. Pattern Anal. Machine Intell 6 , 721--741 .