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
4842010
In-network PCA and anomaly detection
L Huang, XL Nguyen, M Garofalakis, MI Jordan, A Joseph, N Taft
NIPS 2006, 617-624, 2006
2312006
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
2282014
Reviving partial order planning
XL Nguyen, S Kambhampati
IJCAI 1, 459-464, 2001
2282001
A kernel-based learning approach to ad hoc sensor network localization
XL Nguyen, MI Jordan, B Sinopoli
ACM Transactions on Sensor Networks (TOSN) 1 (1), 134-152, 2005
2232005
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
1632007
On surrogate loss functions and f-divergences
XL Nguyen, MJ Wainwright, MI Jordan
The Annals of Statistics 37 (2), 876-904, 2009
139*2009
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
1392002
Convergence of latent mixing measures in finite and infinite mixture models
XL Nguyen
Annals of Statistics 41 (1), 370-400, 2013
1302013
Nonparametric decentralized detection using kernel methods
XL Nguyen, MJ Wainwright, MI Jordan
IEEE Transactions on Signal Processing 53 (11), 4053-4066, 2005
114*2005
Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization.
XL Nguyen, MJ Wainwright, MI Jordan
NIPS, 1089-1096, 2007
902007
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
742013
Multilevel clustering via Wasserstein means
N Ho, XL Nguyen, M Yurochkin, HH Bui, V Huynh, D Phung
International Conference on Machine Learning, 1501-1509, 2017
722017
Extracting effective and admissible state space heuristics from the planning graph
XL Nguyen, S Kambhampati
AAAI/IAAI, 798-805, 2000
622000
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
542008
AltAlt: Combining the advantages of Graphplan and heuristic state search
RS Nigenda, XL Nguyen, S Kambhampati
Knowledge Based Computer Systems, 409-421, 2000
532000
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
482018
Vietnam's infrastructure constraints
NX Thanh, D Dapice
United Nations Development Programme, 2009
47*2009
Posterior contraction of the population polytope in finite admixture models
XL Nguyen
Bernoulli 21 (1), 618-646, 2015
412015
Parallel Feature Selection Inspired by Group Testing.
Y Zhou, U Porwal, C Zhang, HQ Ngo, L Nguyen, C Ré, V Govindaraju
NIPS, 3554-3562, 2014
412014
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