10 citations · 26 across the 4 of their papers we have counts for
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stat.ML2008★ 4 cited
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…
stat.ML2008★ 6 cited
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…