TN
Tin Lok James Ng
stat.MEstat.MLcs.AIcs.LGmath.STstat.APstat.COstat.THClusteringConsistency
On Valency
published · living versionsW_cw289dws·v1 · currentpublished
A Generalized Bayesian Approach to Clustering with Dimension Reduction
with Shen Jia, Weipeng Huang, Geng Yang, Eoin Gallagher
1 version
Preprints & journals
17 papers in the corpus · 2016–2026A Model Ensemble-Based Post-Processing Framework for Fairness-Aware Prediction2603.18838v2 · Zhouting Zhao, Tin Lok James Ng2026 · 0 citationsarXiv
Bayesian Wasserstein Repulsive Gaussian Mixture Models2504.21391v1 · Weipeng Huang, Tin Lok James Ng2025 · 0 citationsarXiv
Bayesian Sphere-on-Sphere Regression with Optimal Transport Maps2501.08492v2 · Tin Lok James Ng, Kwok-Kun Kwong, Jiakun Liu et al.2025 · 0 citationsarXiv
Mixture Modeling with Normalizing Flows for Spherical Density Estimation2301.06404v1 · Tin Lok James Ng, Andrew Zammit-Mangion2023 · 3 citationsarXiv
Spherical Poisson Point Process Intensity Function Modeling and Estimation with Measure Transport2201.09485v1 · Tin Lok James Ng, Andrew Zammit-Mangion2022 · 3 citationsarXiv
Fact Check: Analyzing Financial Events from Multilingual News Sources2106.15221v3 · Linyi Yang, Tin Lok James Ng, Barry Smyth et al.2021 · 0 citationsarXiv
Model-based clustering for random hypergraphs.36043219 · Ng, Tin Lok James, Murphy, Thomas Brendan2022 · 11 citationsAdvances in data analysis and classification. 2022;16(3):691-723
Posterior Regularization on Bayesian Hierarchical Mixture Clustering2105.06903v7 · Weipeng Huang, Tin Lok James Ng, Nishma Laitonjam et al.2021 · 1 citationarXiv
Weighted stochastic block model.34840548 · Ng, Tin Lok James, Murphy, Thomas Brendan2022 · 29 citationsStatistical methods & applications. 2021;30(5):1365-1398
Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification2010.12512v1 · Linyi Yang, Eoin M. Kenny, Tin Lok James Ng et al.2020 · 65 citationsarXiv
Penalized Maximum Likelihood Estimator for Mixture of von Mises-Fisher Distributions2009.02921v2 · Tin Lok James Ng2020 · 3 citationsarXiv
Non-Homogeneous Poisson Process Intensity Modeling and Estimation using Measure Transport2007.00248v2 · Tin Lok James Ng, Andrew Zammit-Mangion2020 · 5 citationsarXiv
Universal Approximation on the Hypersphere2004.06328v1 · Tin Lok James Ng, Kwok-Kun Kwong2020 · 3 citationsarXiv
Deep Compositional Spatial Models1906.02840v2 · Andrew Zammit-Mangion, Tin Lok James Ng, Quan Vu et al.2019 · 60 citationsarXiv
Multiresolution Network Models.31447541 · Fosdick, Bailey K, McCormick, Tyler H, Murphy, Thomas Brendan et al.2020 · 19 citationsJournal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2019;28(1):185-196
Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel1807.06063v2 · Tin Lok James Ng, Thomas Brendan Murphy, Ted Westling et al.2018 · 12 citationsarXiv
Multiresolution network models1608.07618v5 · Bailey K. Fosdick, Tyler H. McCormick, Thomas Brendan Murphy et al.2016 · 0 citationsarXiv
Career total: 30 works. 17 are in this corpus.
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