Article thumbnail

Mixtures-of-Clusterings by Boosting

By Jonathan Chang and David M. Blei


Network data that express connections between nodes in a graph is becoming increasingly ubiquitous. Clustering and latent variable analysis have become invaluable tools for understanding network structure, finding communities, and making predictions. In this paper we present instead a mixture-of-clusterings model which has a simple interpretation. We employ AdaBoost to quickly and effectively train our model and demonstrate that our model can make accurate predictions about new connections between nodes. 1

Year: 2012
OAI identifier: oai:CiteSeerX.psu:
Provided by: CiteSeerX
Download PDF:
Sorry, we are unable to provide the full text but you may find it at the following location(s):
  • (external link)
  • (external link)
  • Suggested articles

    To submit an update or takedown request for this paper, please submit an Update/Correction/Removal Request.