986 citations · 2k across the 50 of their papers we have counts for
Showing 2012 · stat.MLShow all
2 papers · 2 filters
stat.ML2012★ 224 cited
Nested Hierarchical Dirichlet Processes
John Paisley, Chong Wang, David M. Blei +1
We develop a nested hierarchical Dirichlet process (nHDP) for hierarchical topic modeling. The nHDP is a generalization of the nested Chinese restaurant process (nCRP) that allows…
stat.ML2012★ 27 cited
Stochastic Variational Inference
Matt Hoffman, David M. Blei, Chong Wang +1
We develop stochastic variational inference, a scalable algorithm for approximating posterior distributions. We develop this technique for a large class of probabilistic models and…