XuanLong Nguyen
Title
Cited by
Cited by
Year
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
4072010
Reviving partial order planning
XL Nguyen, S Kambhampati
IJCAI 1, 459-464, 2001
2282001
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
2152007
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
2132005
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
2052014
Communication-efficient online detection of network-wide anomalies
L Huang, XL Nguyen, M Garofalakis, JM Hellerstein, MI Jordan, ...
IEEE INFOCOM 2007-26th IEEE International Conference on Computer …, 2007
1562007
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
1362002
On surrogate loss functions and f-divergences
XL Nguyen, MJ Wainwright, MI Jordan
The Annals of Statistics 37 (2), 876-904, 2009
126*2009
Nonparametric decentralized detection using kernel methods
XL Nguyen, MJ Wainwright, MI Jordan
IEEE Transactions on Signal Processing 53 (11), 4053-4066, 2005
113*2005
Convergence of latent mixing measures in finite and infinite mixture models
XL Nguyen
The Annals of Statistics 41 (1), 370-400, 2013
1122013
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
812008
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
682013
Extracting effective and admissible state space heuristics from the planning graph
XL Nguyen, S Kambhampati
AAAI/IAAI, 798-805, 2000
582000
AltAlt: Combining the advantages of Graphplan and heuristic state search
RS Nigenda, XL Nguyen, S Kambhampati
International conference on knowledge-based computer systems, 2000
542000
Distributed online simultaneous fault detection for multiple sensors
R Rajagopal, XL Nguyen, SC Ergen, P Varaiya
2008 International Conference on Information Processing in Sensor Networks …, 2008
522008
Multilevel clustering via Wasserstein means
N Ho, XL Nguyen, M Yurochkin, HH Bui, V Huynh, D Phung
arXiv preprint arXiv:1706.03883, 2017
472017
Vietnam's infrastructure constraints
NX Thanh, D Dapice
United Nations Development Programme, 2009
43*2009
In-database learning with sparse tensors
M Abo Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2018
39*2018
Posterior contraction of the population polytope in finite admixture models
XL Nguyen
Bernoulli 21 (1), 618-646, 2015
382015
Bayesian nonparametric multilevel clustering with group-level contexts
TV Nguyen, D Phung, XL Nguyen, S Venkatesh, H Bui
International Conference on Machine Learning, 288-296, 2014
352014
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Articles 1–20