224 citations · 3.2k across the 170 of their papers we have counts for
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stat.ML2009★ 1 cited
MedLDA: A General Framework of Maximum Margin Supervised Topic Models
Jun Zhu, Amr Ahmed, Eric P. Xing
Supervised topic models utilize document's side information for discovering predictive low dimensional representations of documents. Existing models apply the likelihood-based esti…
stat.ML2009★ 22 cited
Maximum Entropy Discrimination Markov Networks
Jun Zhu, Eric P. Xing
In this paper, we present a novel and general framework called {\it Maximum Entropy Discrimination Markov Networks} (MaxEnDNet), which integrates the max-margin structured learning…