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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