Distributed Representation of Subgraphs

  title={Distributed Representation of Subgraphs},
  author={Bijaya Adhikari and Yao Zhang and Naren Ramakrishnan and B. Aditya Prakash},
Network embeddings have become very popular in learning effective feature representations of networks. Motivated by the recent successes of embeddings in natural language processing, researchers have tried to €nd network embeddings in order to exploit machine learning algorithms for mining tasks like node classi€cation and edge prediction. However, most of the work focuses on €nding distributed representations of nodes, which are inherently ill-suited to tasks such as community detection which… CONTINUE READING