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XuanLong Nguyen

Affiliations: 
2007 University of Michigan, Ann Arbor, Ann Arbor, MI 
Area:
machine learning, statistics
Google:
"XuanLong Nguyen"
Mean distance: 14.44 (cluster 29)
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Parents

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Michael I. Jordan grad student 2007 UC Berkeley
 (Learning in decentralized systems: A nonparametric approach.)

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Publications

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Ho N, Nguyen X, Ritov Y. (2020) Robust estimation of mixing measures in finite mixture models Bernoulli. 26: 828-857
Ho N, Nguyen X. (2016) On strong identifiability and convergence rates of parameter estimation in finite mixtures Electronic Journal of Statistics. 10: 271-307
Ho N, Nguyen X. (2016) Convergence rates of parameter estimation for some weakly identifiable finite mixtures Annals of Statistics. 44: 2726-2755
Janakiraman VM, Nguyen X, Assanis D. (2016) Stochastic gradient based extreme learning machines for stable online learning of advanced combustion engines Neurocomputing. 177: 304-316
Keshavarz H, Scott C, Nguyen X. (2016) On the consistency of inversion-free parameter estimation for Gaussian random fields Journal of Multivariate Analysis. 150: 245-266
Janakiraman VM, Nguyen X, Sterniak J, et al. (2015) Identification of the dynamic operating envelope of HCCI engines using class imbalance learning. Ieee Transactions On Neural Networks and Learning Systems. 26: 98-112
Nguyen X, Gelfand AE. (2014) Bayesian nonparametric modeling for functional analysis of variance Annals of the Institute of Statistical Mathematics. 66: 495-526
Nguyen X. (2013) Convergence of latent mixing measures in finite and infinite mixture models Annals of Statistics. 41: 370-400
Amini AA, Nguyen X. (2013) Sequential Detection of Multiple Change Points in Networks: A Graphical Model Approach Ieee Transactions On Information Theory. 59: 5824-5841
Janakiraman VM, Nguyen X, Assanis D. (2013) Nonlinear identification of a gasoline HCCI engine using neural networks coupled with principal component analysis Applied Soft Computing. 13: 2375-2389
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