Books and Journals
  1. Diffusion maps and coarse-graining: A unified framework for dimensionality reduction, graph partitioning and data set parameterization.   [PDF]
      S. Lafon, A.B. Lee, 2006.
      IEEE Transaction on Pattern Analysis and Machine Intelligence, To appear.

  2. Sampling algorithms for pure network topologies: Stability & separability of metric embeddings.   [PDF]
      E.M. Airoldi, K.M. Carley, 2005.
      SIGKDD Explorations: Special Issue on Link Mining, 7 (2): 13-22.

  3. Optimal nonlinear prediction of random fields on networks.   [link]
      C.R. Shalizi, 2003.
      Discrete Mathematics and Theoretical Computer Science, AB(DMCS), 11-30.

  4. Statistical analysis of multiple sociometric relations.
      S.E. Fienberg, M.M. Meyer, S. Wasserman. 1985.
      Journal of the American Statistical Association, 80, 51-67.


Refereed Proceedings
  1. Latent Mixed-Membership Allocation Models of Relational and Multivariate Attribute Data   [PDF]
      E.M. Airoldi, D.M. Blei, S.E. Fienberg, E.P. Xing, 2006.
      Valencia & ISBA Joint World Meeting on Bayesian Statistics.

  2. Mixed membership stochastic block models for relational data with application to protein-protein interactions.   [PDF soon]
      E.M. Airoldi, D.M. Blei, E.P. Xing, S.E. Fienberg, 2006.
      Proceedings of ENAR Annual Meetings.
      Recipient of the John Van Ryzin Award

  3. A latent mixed-membership model of relational data   [PDF]
      E.M. Airoldi, D.M. Blei, E.P. Xing, S.E. Fienberg, 2005.
      Proceedings of the ACM Link-KDD Workshop in conjunction with ACM SIG-KDD.

  4. A social network analysis model for name disambiguation in lists.
      B. Malin, E.M. Airoldi, K.M. Carley, 2005.
      Journal of Computational and Mathematical Organization Theory. 11(2):119-139.

  5. Recovering latent time series from their observed sums: Network tomography.   [PDF]
      E.M. Airoldi, C. Faluotsos, 2004.
      Proceedings of ACM SIG-KDD.
      Runner-up for Best paper Award