10 citations · 26 across the 4 of their papers we have counts for
4 papers
A Multivariate Regression Approach to Association Analysis of Quantitative Trait Network
Seyoung Kim, Kyung-Ah Sohn, Eric P. Xing
Many complex disease syndromes such as asthma consist of a large number of highly related, rather than independent, clinical phenotypes, raising a new technical challenge in identi…
Improved Estimation of High-dimensional Ising Models
M. Kolar, E. P. Xing
We consider the problem of jointly estimating the parameters as well as the structure of binary valued Markov Random Fields, in contrast to earlier work that focus on one of the tw…
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…