1. Q. Cao, Y. Ying and Peng Li, Similarity metric learning for face recognition. IEEE International Conference on Computer Vision (ICCV), 2013.
1. Y. Ying and K. Huang, Distance metric learning with sparse regularization , Preprint, University of Exeter, September, 2010.
1. R. Luss and A. d'Aspremont, Support vector machine classification with indefinite kernels, NIPS 2007
2. Y. Ying, C. Campbell and M. Girolami, Analysis of SVM with indefinite kernels, NIPS, 2009.
1. Y. Ying, K. Huang and C. Campbell, Enhanced protein fold recognition through a novel data integration approach, BMC Bioinformatics (Open access), (2009) 10:267.
· Variational Bayesian approach for LPD clustering model: MATLAB code
This software is based on [1,2] which provides variational Bayesian approaches and its collapsed variants for Latent Process Decomposition (LPD) model .
1. Y. Ying, A note on variational Bayesian inference, Manuscript, 2007.
2. Y.Ying, Peng Li and C. Campbell, A marginalized variational Bayesian approach to the analysis of array data, BMC Proceedings of the Workshop on Machine Learning in Systems Biology, 2007.
3. S. Rogers, M. Girolami, C. Campbell, and R. Breitling, The Latent Process Decomposition of cDNA Microarray Datasets. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2 (2005) 143-156.
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