XuanLong Nguyen
Affiliations: | 2007 | University of Michigan, Ann Arbor, Ann Arbor, MI |
Area:
machine learning, statisticsGoogle:
"XuanLong Nguyen"Mean distance: 14.44 (cluster 29) | S | N | B | C | P |
Parents
Sign in to add mentorMichael 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 |