XuanLong Nguyen - Publications

Affiliations: 
2007 University of Michigan, Ann Arbor, Ann Arbor, MI 
Area:
machine learning, statistics

18 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Ho N, Nguyen X, Ritov Y. Robust estimation of mixing measures in finite mixture models Bernoulli. 26: 828-857. DOI: 10.3150/18-Bej1087  0.317
2016 Ho N, Nguyen X. On strong identifiability and convergence rates of parameter estimation in finite mixtures Electronic Journal of Statistics. 10: 271-307. DOI: 10.1214/16-Ejs1105  0.352
2016 Ho N, Nguyen X. Convergence rates of parameter estimation for some weakly identifiable finite mixtures Annals of Statistics. 44: 2726-2755. DOI: 10.1214/16-Aos1444  0.3
2016 Janakiraman VM, Nguyen X, Assanis D. Stochastic gradient based extreme learning machines for stable online learning of advanced combustion engines Neurocomputing. 177: 304-316. DOI: 10.1016/J.Neucom.2015.11.024  0.31
2016 Keshavarz H, Scott C, Nguyen X. On the consistency of inversion-free parameter estimation for Gaussian random fields Journal of Multivariate Analysis. 150: 245-266. DOI: 10.1016/J.Jmva.2016.06.003  0.385
2015 Janakiraman VM, Nguyen X, Sterniak J, Assanis D. Identification of the dynamic operating envelope of HCCI engines using class imbalance learning. Ieee Transactions On Neural Networks and Learning Systems. 26: 98-112. PMID 25532159 DOI: 10.1109/Tnnls.2014.2311466  0.301
2014 Nguyen X, Gelfand AE. Bayesian nonparametric modeling for functional analysis of variance Annals of the Institute of Statistical Mathematics. 66: 495-526. DOI: 10.1007/S10463-013-0436-7  0.332
2013 Nguyen X. Convergence of latent mixing measures in finite and infinite mixture models Annals of Statistics. 41: 370-400. DOI: 10.1214/12-Aos1065  0.305
2013 Amini AA, Nguyen X. Sequential Detection of Multiple Change Points in Networks: A Graphical Model Approach Ieee Transactions On Information Theory. 59: 5824-5841. DOI: 10.1109/Tit.2013.2264716  0.332
2013 Janakiraman VM, Nguyen X, Assanis D. Nonlinear identification of a gasoline HCCI engine using neural networks coupled with principal component analysis Applied Soft Computing. 13: 2375-2389. DOI: 10.1016/J.Asoc.2013.01.006  0.301
2011 Clark JS, Agarwal P, Bell DM, Flikkema PG, Gelfand A, Nguyen X, Ward E, Yang J. Inferential ecosystem models, from network data to prediction. Ecological Applications : a Publication of the Ecological Society of America. 21: 1523-36. PMID 21830699 DOI: 10.1890/09-1212.1  0.313
2011 Nguyen X, Gelfand AE. The dirichlet labeling process for clustering functional data Statistica Sinica. 21: 1249-1289. DOI: 10.5705/Ss.2008.285  0.317
2010 Nguyen X. Inference of global clusters from locally distributed data Bayesian Analysis. 5: 817-845. DOI: 10.1214/10-Ba529  0.311
2010 Nguyen X, Wainwright MJ, Jordan MI. Estimating divergence functionals and the likelihood ratio by convex risk minimization Ieee Transactions On Information Theory. 56: 5847-5861. DOI: 10.1109/Tit.2010.2068870  0.574
2009 Nguyen X, Wainwright MJ, Jordan MI. ON surrogate loss functions and f-divergences Annals of Statistics. 37: 876-904. DOI: 10.1214/08-Aos595  0.557
2008 Nguyen XL, Wainwright MJ, Jordan MI. On optimal quantization rules for some problems in sequential decentralized detection Ieee Transactions On Information Theory. 54: 3285-3295. DOI: 10.1109/Tit.2008.924647  0.551
2005 Nguyen X, Jordan MI, Sinopoli B. A kernel-based learning approach to ad hoc sensor network localization Acm Transactions On Sensor Networks. 1: 134-152. DOI: 10.1145/1077391.1077397  0.481
2005 Nguyen X, Wainwright MJ, Jordan MI. Nonparametric decentralized detection using kernel methods Ieee Transactions On Signal Processing. 53: 4053-4066. DOI: 10.1109/Tsp.2005.857020  0.514
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