921 citations · 9.3k across the 292 of their papers we have counts for
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Mixed membership analysis of genome-wide expression data
Edoardo M Airoldi, Stephen E Fienberg, Eric P Xing
Learning latent expression themes that best express complex patterns in a sample is a central problem in data mining and scientific research. For example, in computational biology…
Mixed membership analysis of high-throughput interaction studies: Relational data
Edoardo M Airoldi, David M Blei, Stephen E Fienberg +1
In this paper, we consider the statistical analysis of a protein interaction network. We propose a Bayesian model that uses a hierarchy of probabilistic assumptions about the way p…
Mixed membership stochastic blockmodels
Edoardo M Airoldi, David M Blei, Stephen E Fienberg +1
Observations consisting of measurements on relationships for pairs of objects arise in many settings, such as protein interaction and gene regulatory networks, collections of autho…