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20122015
most citedEstimating heterogeneous graphical models for discrete data with an application to roll call voting

30 citations · 53 across the 3 of their papers we have counts for

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2 papers · 1 filter

stat.ML2013★ 14 cited

High-dimensional Mixed Graphical Models

Jie Cheng, Tianxi Li, Elizaveta Levina +1

While graphical models for continuous data (Gaussian graphical models) and discrete data (Ising models) have been extensively studied, there is little work on graphical models link…

stat.ML2012★ 9 cited

Sparse Ising Models with Covariates

Jie Cheng, Elizaveta Levina, Pei Wang +1

There has been a lot of work fitting Ising models to multivariate binary data in order to understand the conditional dependency relationships between the variables. However, additi…