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Online Binary Space Partitioning Forests


Feb 29, 2020
Xuhui Fan, Bin Li, Scott A. Sisson


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Bayesian Nonparametric Space Partitions: A Survey


Feb 26, 2020
Xuhui Fan, Bin Li, Ling Luo, Scott A. Sisson


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Supervised Categorical Metric Learning with Schatten p-Norms


Feb 26, 2020
Xuhui Fan, Eric Gaussier


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Smoothing Graphons for Modelling Exchangeable Relational Data


Feb 25, 2020
Xuhui Fan, Yaqiong Li, Ling Chen, Bin Li, Scott A. Sisson


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Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling


Feb 24, 2020
Yaqiong Li, Xuhui Fan, Ling Chen, Bin Li, Scott A. Sisson

* 7 pages, 3 figures 

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Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel


Jan 17, 2020
Zheng Yu, Xuhui Fan, Marcin Pietrasik, Marek Reformat

* AAAI 2020 

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Scalable Deep Generative Relational Models with High-Order Node Dependence


Nov 04, 2019
Xuhui Fan, Bin Li, Scott Anthony Sisson, Caoyuan Li, Ling Chen


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Scalable Inference for Nonparametric Hawkes Process Using P贸lya-Gamma Augmentation


Oct 29, 2019
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen


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Binary Space Partitioning Forests


Mar 22, 2019
Xuhui Fan, Bin Li, Scott Anthony Sisson


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The Binary Space Partitioning-Tree Process


Mar 22, 2019
Xuhui Fan, Bin Li, Scott Anthony Sisson


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Rectangular Bounding Process


Mar 10, 2019
Xuhui Fan, Bin Li, Scott Anthony Sisson


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Stochastic Patching Process


Feb 27, 2017
Xuhui Fan, Bin Li, Yi Wang, Yang Wang, Fang Chen


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Copula Mixed-Membership Stochastic Blockmodel for Intra-Subgroup Correlations


Oct 06, 2013
Xuhui Fan, Longbing Cao, Richard Yi Da Xu


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Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in A Network


Oct 06, 2013
Xuhui Fan, Richard Yi Da Xu, Longbing Cao, Yin Song


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Non-parametric Power-law Data Clustering


Jun 13, 2013
Xuhui Fan, Yiling Zeng, Longbing Cao


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A Convergence Theorem for the Graph Shift-type Algorithms


Jun 13, 2013
Xuhui Fan, Longbing Cao


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Dynamic Infinite Mixed-Membership Stochastic Blockmodel


Jun 13, 2013
Xuhui Fan, Longbing Cao, Richard Yi Da Xu


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Characterizing A Database of Sequential Behaviors with Latent Dirichlet Hidden Markov Models


May 24, 2013
Yin Song, Longbing Cao, Xuhui Fan, Wei Cao, Jian Zhang


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