3.2k citations
- Centre National de la Recherche ScientifiqueFR78 papers
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Showing 2012 · cs.LGShow all
2 papers · 2 filters
cs.LG2012★ 70 cited
Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes
Kai Yu, Anton Schwaighofer, Volker Tresp +2
Collaborative filtering (CF) and content-based filtering (CBF) have widely been used in information filtering applications. Both approaches have their strengths and weaknesses whic…
cs.LG2012★ 5 cited
Exact Maximum Margin Structure Learning of Bayesian Networks
Robert Peharz, Franz Pernkopf
Recently, there has been much interest in finding globally optimal Bayesian network structures. These techniques were developed for generative scores and can not be directly extend…