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Journal publications

  • 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, Florence Forbes and Geoffrey J. McLachlan. Mini-batch learning of exponential family finite mixture models, to appear in Statistics and Computing, (pdf)

Conference publications

  • Hien D. Nguyen, Julyan Arbel, Hongliang Lu, and Florence Forbes. Approximate Bayesian computation via the energy statistic, UQ2020, Munich

Working papers

  • Hien D. Nguyen, Julyan Arbel, Hongliang Lu, and Florence Forbes. Approximate Bayesian computation via the energy statistic (pdf)
  • Nguyen, T., Nguyen, H. D., Chamroukhi, F., & McLachlan, G. J. (2019). Approximation by finite mixtures of continuous density functions that vanish at infinity, (pdf)
  • Mohsen Maleki, Darren Wraith and Florence Forbes. Finite mixtures of multiple scaled Generalized Hyperbolic distributions using a Bayesian approach.
  • Antoine Usseglio-Carleve, Hien D. Nguyen, S. Girard. Development of majorization-minimization algorithms for the computation of empirical and theoretical geometric multivariate expectiles.

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