190 citations · 357 across the 10 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
stat.ML2013★ 70 cited
Gibbs Max-margin Topic Models with Data Augmentation
Jun Zhu, Ning Chen, Hugh Perkins +1
Max-margin learning is a powerful approach to building classifiers and structured output predictors. Recent work on max-margin supervised topic models has successfully integrated i…
cs.LG2013★ 1 cited
Discriminative Relational Topic Models
Ning Chen, Jun Zhu, Fei Xia +1
Many scientific and engineering fields involve analyzing network data. For document networks, relational topic models (RTMs) provide a probabilistic generative process to describe…