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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
9262010
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
3812014
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
2952006
Reviving partial order planning
XL Nguyen, S Kambhampati
IJCAI 1, 459-464, 2001
2432001
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
2372005
Convergence of latent mixing measures in finite and infinite mixture models
XL Nguyen
2232013
On surrogate loss functions and f-divergences
XL Nguyen, MJ Wainwright, MI Jordan
202*2009
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
1852007
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
1582017
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
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
1362007
Nonparametric decentralized detection using kernel methods
XL Nguyen, MJ Wainwright, MI Jordan
IEEE Transactions on Signal Processing 53 (11), 4053-4066, 2005
117*2005
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
1022013
Convergence rates of parameter estimation for some weakly identifiable finite mixtures
N Ho, XL Nguyen
992016
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
862018
A layered aggregate engine for analytics workloads
M Schleich, D Olteanu, M Abo Khamis, HQ Ngo, XL Nguyen
Proceedings of the 2019 International Conference on Management of Data, 1642 …, 2019
772019
On strong identifiability and convergence rates of parameter estimation in finite mixtures
N Ho, XL Nguyen
742016
AC/DC: in-database learning thunderstruck
MA Khamis, HQ Ngo, XL Nguyen, D Olteanu, M Schleich
Proceedings of the second workshop on data management for end-to-end machine …, 2018
692018
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
682014
Extracting effective and admissible state space heuristics from the planning graph
X Nguyen, S Kambhampati
AAAI/IAAI, 798-805, 2000
672000
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