R. Francis, M. I. Bach, and . Jordan, A probability interpretation of canonical correlation analysis, 2005.

M. Blaschko, C. Lampert, and A. Gretton, Semi-supervised Laplacian Regularization of Kernel Canonical Correlation Analysis, ECML PKDD 2008, pp.133-145, 2008.
DOI : 10.1007/978-3-540-87479-9_27

M. David, A. Y. Blei, M. I. Ng, and . Jordan, Latent dirichlet allocation, Journal of Machine Learning Research, vol.3, issue.4-5, pp.993-1022, 2003.

X. Chen, S. Chen, H. Xue, and X. Zhou, A unified dimensionality reduction framework for semi-paired and semi-supervised multi-view data, Pattern Recognition, vol.45, issue.5, pp.2005-2018, 2012.
DOI : 10.1016/j.patcog.2011.11.008

S. L. Feng, R. Manmatha, and V. Lavrenko, Multiple Bernoulli relevance models for image and video annotation, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004., pp.1002-1009, 2004.
DOI : 10.1109/CVPR.2004.1315274

J. Gu, S. Chen, and T. Sun, Localization with Incompletely Paired Data in Complex Wireless Sensor Network, IEEE Transactions on Wireless Communications, vol.10, issue.9, pp.2841-2849, 2011.
DOI : 10.1109/TWC.2011.070511.100270

T. Harada, H. Nakayama, and Y. Kuniyoshi, Image annotation and retrieval based on efficient learning of contextual latent space, 2009 IEEE International Conference on Multimedia and Expo, pp.858-861, 2009.
DOI : 10.1109/ICME.2009.5202630

T. Hofmann, Unsupervised learning by probabilistic latent semantic analysis, Machine Learning, pp.177-196, 2001.

J. Jeon, V. Lavrenko, and R. Manmatha, Automatic image annotation and retrieval using crossmedia relevance models, SIGIR03, pp.119-126, 2003.

A. Kimura, H. Kameoka, M. Sugiyama, and T. Nakano, Semicca: Efficient semi-supervised learning of canonical correlations, ICPR10, pp.2933-2936, 2010.

Z. Li, Z. Shi, X. Liu, and Z. Shi, Modeling continuous visual features for semantic image annotation and retrieval, Pattern Recognition Letters, vol.32, issue.3, pp.516-523, 2011.
DOI : 10.1016/j.patrec.2010.11.015

F. Monay and D. Gatica-perez, Modeling Semantic Aspects for Cross-Media Image Indexing, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.29, issue.10, pp.1802-1817, 2007.
DOI : 10.1109/TPAMI.2007.1097