Bayesian inference, Feature selection, Robust clustering, Tree-structured variational Bayes (VB)

Sun, Jianyong, Zhou, Aimin, Keates, Simeon ORCID: 0000-0002-2826-672X and Liao, Shengbin (2017) Simultaneous Bayesian clustering and feature selection through student’s t mixtures model. In: IEEE Transactions on Neural Networks and Learning Systems. IEEE, pp. 1-13. ISSN 2162-237X (Print), 2162-2388 (Online) (doi:https://doi.org/10.1109/TNNLS.2016.2619061)

Canonical correlation analysis (CCA), censored data, latent variable model, measurement errors

Sun, Jianyong and Keates, Simeon ORCID: 0000-0002-2826-672X (2013) Canonical correlation analysis on data with censoring and error information. Neural Networks and Learning Systems, IEEE Transactions on, 24 (12). pp. 1909-1919. ISSN 2162-237X (doi:https://doi.org/10.1109/TNNLS.2013.2262949)

power control, network utility maximization, alternating direction method, dual decomposition, penalty factor

Liao, S., Sun, J., Chen, Y., Wang, Y. and Zhang, P. (2015) Distributed power control for wireless networks via the alternating direction method of multipliers. Journal of Network and Computer Applications, 55. pp. 81-88. ISSN 1084-8045 (doi:https://doi.org/10.1016/j.jnca.2015.05.005)

regression learning, neural networks, compressed projection

Zhang, Yongquan, Li, Youmei, Sun, Jianyong and Ji, Jiabing (2015) Estimates on compressed neural networks regression. Neural Networks, 63. pp. 10-17. ISSN 0893-6080 (doi:https://doi.org/10.1016/j.neunet.2014.10.008)