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All publications by Xuanlong Nguyen
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Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis
Jian Tang, Zhaoshi Meng, Xuanlong Nguyen, Qiaozhu Mei and Ming Zhang
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Bayesian Nonparametric Multilevel Clustering with Group-Level Contexts
Tien V. Nguyen, Dinh Phung, Xuanlong Nguyen, Swetha Venkatesh and Hung Bui
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Bayesian inference as iterated random functions with applications to sequential inference in graphical models
Arash Amini and Xuanlong Nguyen
Advances in Neural Information Processing Systems 26, 2013


Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization
Xuanlong Nguyen, Martin J. Wainwright and Michael I. Jordan
Advances in Neural Information Processing Systems 20, 2007


In-Network PCA and Anomaly Detection
Ling Huang, Xuanlong Nguyen, Minos Garofalakis, Michael I. Jordan, Anthony Joseph and Nina Taft
Advances in Neural Information Processing Systems 19, 2006


Decentralized detection and classification using kernel methods
Xuanlong Nguyen, Martin J. Wainwright and Michael I. Jordan
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


On the Concentration of Expectation and Approximate Inference in Layered Networks
Xuanlong Nguyen and Michael I. Jordan
Advances in Neural Information Processing Systems 16, 2003