XuanLong Nguyen
TitleCited byYear
Estimating divergence functionals and the likelihood ratio by convex risk minimization
XL Nguyen, MJ Wainwright, MI Jordan
IEEE Transactions on Information Theory 56 (11), 5847-5861, 2010
3112010
Reviving partial order planning
XL Nguyen, S Kambhampati
IJCAI 1, 459-464, 2001
2122001
A kernel-based learning approach to ad hoc sensor network localization
X Nguyen, MI Jordan, B Sinopoli
ACM Transactions on Sensor Networks (TOSN) 1 (1), 134-152, 2005
2062005
In-network PCA and anomaly detection
L Huang, XL Nguyen, M Garofalakis, MI Jordan, A Joseph, N Taft
Advances in Neural Information Processing Systems, 617-624, 2007
1932007
Understanding the limiting factors of topic modeling via posterior contraction analysis
J Tang, Z Meng, X Nguyen, Q Mei, M Zhang
International Conference on Machine Learning, 190-198, 2014
1702014
Communication-Efficient Online Detection of Network-Wide Anomalies.
L Huang, XL Nguyen, MN Garofalakis, JM Hellerstein, MI Jordan, ...
INFOCOM 7, 134-142, 2007
1482007
Planning graph as the basis for deriving heuristics for plan synthesis by state space and CSP search
XL Nguyen, S Kambhampati, RS Nigenda
Artificial Intelligence 135 (1-2), 73-123, 2002
1342002
On surrogate loss functions and f-divergences
XL Nguyen, MJ Wainwright, MI Jordan
The Annals of Statistics 37 (2), 876-904, 2009
115*2009
Nonparametric decentralized detection using kernel methods
XL Nguyen, MJ Wainwright, MI Jordan
IEEE Transactions on Signal Processing 53 (11), 4053-4066, 2005
109*2005
Convergence of latent mixing measures in finite and infinite mixture models
XL Nguyen
The Annals of Statistics 41 (1), 370-400, 2013
912013
Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization
XL Nguyen, MJ Wainwright, MI Jordan
Advances in neural information processing systems, 1089-1096, 2008
712008
Nonlinear identification of a gasoline HCCI engine using neural networks coupled with principal component analysis
VM Janakiraman, XL Nguyen, D Assanis
Applied Soft Computing 13 (5), 2375-2389, 2013
602013
Extracting effective and admissible state space heuristics from the planning graph
XL Nguyen, S Kambhampati
AAAI/IAAI, 798-805, 2000
552000
AltAlt: Combining the advantages of Graphplan and heuristic state search
RS Nigenda, XL Nguyen, S Kambhampati
Proc. KBCS-2000, Mumbai, India, 2000
532000
Distributed online simultaneous fault detection for multiple sensors
R Rajagopal, XL Nguyen, SC Ergen, P Varaiya
Proceedings of the 7th international conference on Information processing in …, 2008
492008
Vietnam's infrastructure constraints
NX Thanh, D Dapice
United Nations Development Programme, 2009
41*2009
Bayesian nonparametric multilevel clustering with group-level contexts
V Nguyen, D Phung, XL Nguyen, S Venkatesh, HH Bui
ICML 2014: Proceedings of the 31st International Conference on Machine …, 2014
342014
Localization algorithms for sensor networks using rf signal strength cs 252 class project
X Nguyen, T Rattentbury
Technical report, Citeseer, 2003
322003
Posterior contraction of the population polytope in finite admixture models
XL Nguyen
Bernoulli 21 (1), 618-646, 2015
312015
Parallel feature selection inspired by group testing
Y Zhou, U Porwal, C Zhang, HQ Ngo, XL Nguyen, C Ré, V Govindaraju
Advances in neural information processing systems, 3554-3562, 2014
312014
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Articles 1–20