Hien Nguyen, Faicel Chamroukhi, Florence Forbes. Approximation results regarding the multiple-output Gaussian gated mixture of linear experts model. Neurocomputing, Elsevier, 2019,(pdf)
Julyan Arbel, Olivier Marchal, and Hien D Nguyen. On strict sub-Gaussianity, optimal proxy variance and symmetry for bounded random variables. ESAIM: Probability & Statistics, forthcoming, 2019. [ DOI | arXiv | HAL ]
Chamroukhi F, Nguyen HD. Model-based clustering and classification of functional data. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 9. 2019, (pdf)
Hien D. Nguyen, Julyan Arbel, Hongliang Lu, and Florence Forbes. Approximate Bayesian computation via the energy statistic, UQ2020, Munich
Hien D. Nguyen, Julyan Arbel, Hongliang Lu, and Florence Forbes. Approximate Bayesian computation via the energy statistic (pdf)
Hien D. Nguyen, Florence Forbes and Geoffrey J. McLachlan. Mini-batch learning of exponential family finite mixture models, working paper, (pdf)
Mohsen Maleki, Darren Wraith and Florence Forbes. Finite mixtures of multiple scaled Generalized Hyperbolic distributions using a Bayesian approach.