1. Q. Cao, Y. Ying and Peng Li, Similarity
metric learning for face recognition. IEEE International Conference
on Computer Vision (ICCV), 2013.
References
1.
Y. Ying and
K. Huang, Distance
metric learning with sparse regularization ,
Preprint, University of Exeter, September, 2010.
References
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.
References
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 [3].
References
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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