122 citations
- Technische Universität DresdenDE4 papers
- Bielefeld UniversityDE3 papers
- Goethe University FrankfurtDE3 papers
- Institució Catalana de Recerca i Estudis AvançatsES2 papers
- Leipzig UniversityDE2 papers
- Universitat Autònoma de BarcelonaES2 papers
- Center for New American MediaUS1 paper
- Centre d'études et de recherche en informatique et communicationsFR1 paper
- Conservatoire National des Arts et MétiersFR1 paper
- Friedrich-Alexander-Universität Erlangen-NürnbergDE1 paper
- Graz University of TechnologyAT1 paper
- Institute for PhysicsUS1 paper
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
Inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method
Kai Zhang, Liang Lan, Jun Liu +2
Low-rank matrix decomposition has gained great popularity recently in scaling up kernel methods to large amounts of data. However, some limitations could prevent them from working…