Sinead A. Williamson

Publications by Year

Research Areas

Bayesian Methods and Mixture Models, Statistical Methods and Inference, Gaussian Processes and Bayesian Inference, Complex Network Analysis Techniques, Advanced Clustering Algorithms Research

Most-Cited Works

• The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling(2010)
• → The influence of 15-week exercise training on dietary patterns among young adults(2019)68 cited
• Variance Reduction in Stochastic Gradient Langevin Dynamics.(2016)
• → Statistical models for partial membership(2008)53 cited
• → A nonparametric mixture model for topic modeling over time(2013)52 cited
• → A Survey of Non-Exchangeable Priors for Bayesian Nonparametric Models(2013)42 cited
• → Nonparametric network models for link prediction(2016)42 cited
• Dependent Indian Buffet Processes(2010)
• → Federating recommendations using differentially private prototypes(2022)38 cited
• → Scalable Bayesian Nonparametric Clustering and Classification(2019)32 cited