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most citedDirect-coupling analysis of residue co-evolution captures native contacts across many protein families

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stat.ML2016★ 2 cited

Variational Inference for Sparse and Undirected Models

John Ingraham, Debora Marks

Undirected graphical models are applied in genomics, protein structure prediction, and neuroscience to identify sparse interactions that underlie discrete data. Although Bayesian m…