41 citations · 63 across the 7 of their papers we have counts for
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stat.ME2019
Bayesian Model Selection with Graph Structured Sparsity
Youngseok Kim, Chao Gao
We propose a general algorithmic framework for Bayesian model selection. A spike-and-slab Laplacian prior is introduced to model the underlying structural assumption. Using the not…
stat.ME2017★ 41 cited
Testing for Global Network Structure Using Small Subgraph Statistics
Chao Gao, John Lafferty
We study the problem of testing for community structure in networks using relations between the observed frequencies of small subgraphs. We propose a simple test for the existence…