Concepedia

XuanLong Nguyen

XN

36

Publications

2.4K

Citations

23

H-Index

2000

Active since

Affiliations

University of Michigan(Current)

University of California, Berkeley

University of Oxford

Stony Brook University

Deakin University

XuanLong Nguyen is an author at University of Michigan specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningStatistical InferenceData MiningKnowledge DiscoveryStatisticsPattern RecognitionFunctional Data Analysis

Publications per year

2000–2019

36

Publications

36

Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization

XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan · IEEE Transactions on Information Theory · 2010 · 661 citations · Full text

Large Deviations, Engineering, Variational Analysis +18

A kernel-based learning approach to ad hoc sensor network localization

XuanLong Nguyen, Michael I. Jordan, Bruno Sinopoli · ACM Transactions on Sensor Networks · 2005 · 194 citations

Localization Algorithms, Signal Strengths, Machine Vision +15

Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis

Jian Tang, Zhaoshi Meng, XuanLong Nguyen et al. · 2014 · 184 citations

Reviving partial order planning

XuanLong Nguyen, Subbarao Kambhampati · 2001 · 130 citations

Communication-Efficient Online Detection of Network-Wide Anomalies

Ling Huang, XuanLong Nguyen, Minos Garofalakis et al. · 2007 · 121 citations

Cluster Computing, Anomaly Detection, Machine Learning +21

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