Matt Hoffman

Affiliations and Contact Information

Applied Statistics Center Projects

  • Petascale Hierarchical Modeling


  • Machine learning and statistical modeling, with a focus on Bayesian nonparametric modeling, efficient approximate inference algorithms for hierarchical Bayesian models, and applications of probabilistic models to the analysis of high-dimensional media data such as audio and text.