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Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models


Sep 12, 2019
Faïcel Chamroukhi, Florian Lecocq, Hien D. Nguyen

* Research School on Statistics and Data Science - RSSDS 2019 

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Approximate Bayesian computation via the energy statistic


May 14, 2019
Hien D. Nguyen, Julyan Arbel, Hongliang Lü, Florence Forbes

* 29 pages, 4 figures, 4 tables 

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Partial Evaluation of Logic Programs in Vector Spaces


Nov 28, 2018
Chiaki Sakama, Hien D. Nguyen, Taisuke Sato, Katsumi Inoue

* Proceedings of the 11th Workshop on Answer Set Programming and Other Computing Paradigms 2018 

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Model-Based Clustering and Classification of Functional Data


Mar 02, 2018
Faicel Chamroukhi, Hien D. Nguyen


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An Introduction to the Practical and Theoretical Aspects of Mixture-of-Experts Modeling


Jul 12, 2017
Hien D. Nguyen, Faicel Chamroukhi


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Iteratively-Reweighted Least-Squares Fitting of Support Vector Machines: A Majorization--Minimization Algorithm Approach


May 12, 2017
Hien D. Nguyen, Geoffrey J. McLachlan


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An Introduction to MM Algorithms for Machine Learning and Statistical


Nov 12, 2016
Hien D. Nguyen


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