Relational Learning with One Network: An Asymptotic Analysis

  title={Relational Learning with One Network: An Asymptotic Analysis},
  author={Rongjing Xiang and Jennifer Neville},
Theoretical analysis of structured learning methods has focused primarily on domains where the data consist of independent (albeit structured) examples. Although the statistical relational learning (SRL) community has recently developed many classification methods for graph and network domains, much of this work has focused on modeling domains where there is a single network for learning. For example, we could learn a model to predict the political views of users in an online social network… CONTINUE READING
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