25 citations · 105 across the 16 of their papers we have counts for
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cs.LG2012★ 16 cited
Dirichlet Process with Mixed Random Measures: A Nonparametric Topic Model for Labeled Data
Dongwoo Kim, Suin Kim, Alice Oh
We describe a nonparametric topic model for labeled data. The model uses a mixture of random measures (MRM) as a base distribution of the Dirichlet process (DP) of the HDP framewor…
cs.LG2012★ 3 cited
Variable Selection for Latent Dirichlet Allocation
Dongwoo Kim, Yeonseung Chung, Alice Oh
In latent Dirichlet allocation (LDA), topics are multinomial distributions over the entire vocabulary. However, the vocabulary usually contains many words that are not relevant in…