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XuanLong Nguyen
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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
6742010
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
3232014
In-network PCA and anomaly detection
L Huang, XL Nguyen, M Garofalakis, M Jordan, A Joseph, N Taft
Advances in neural information processing systems 19, 2006
2692006
Reviving partial order planning
XL Nguyen, S Kambhampati
IJCAI 1, 459-464, 2001
2352001
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
2302005
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
1772007
Convergence of latent mixing measures in finite and infinite mixture models
XL Nguyen
1762013
On surrogate loss functions and f-divergences
XL Nguyen, MJ Wainwright, MI Jordan
171*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
1462002
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
1182017
Nonparametric decentralized detection using kernel methods
XL Nguyen, MJ Wainwright, MI Jordan
IEEE Transactions on Signal Processing 53 (11), 4053-4066, 2005
117*2005
Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping
QT Bui, QH Nguyen, XL Nguyen, VD Pham, HD Nguyen, VM Pham
Journal of Hydrology 581, 124379, 2020
1112020
Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization
XL Nguyen, MJ Wainwright, M Jordan
Advances in neural information processing systems 20, 2007
1022007
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
892013
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
692018
Convergence rates of parameter estimation for some weakly identifiable finite mixtures
N Ho, XL Nguyen
672016
Extracting effective and admissible state space heuristics from the planning graph
X Nguyen, S Kambhampati
AAAI/IAAI, 798-805, 2000
662000
AltAlt: Combining the advantages of Graphplan and heuristic state search
RS Nigenda, XL Nguyen, S Kambhampati
Knowledge Based Computer Systems, 409-421, 2000
572000
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 27, 2014
552014
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
552008
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