891 citations · 1.4k across the 37 of their papers we have counts for
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3 papers · 1 filter
cs.CL2017★ 3 cited
MetaLDA: a Topic Model that Efficiently Incorporates Meta information
He Zhao, Lan Du, Wray Buntine +1
Besides the text content, documents and their associated words usually come with rich sets of meta informa- tion, such as categories of documents and semantic/syntactic features of…
cs.LG2017
Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes
Francois Petitjean, Wray Buntine, Geoffrey I. Webb +1
This paper introduces a novel parameter estimation method for the probability tables of Bayesian network classifiers (BNCs), using hierarchical Dirichlet processes (HDPs). The main…
stat.ML2017★ 19 cited
Leveraging Node Attributes for Incomplete Relational Data
He Zhao, Lan Du, Wray Buntine
Relational data are usually highly incomplete in practice, which inspires us to leverage side information to improve the performance of community detection and link prediction. Thi…