most citedCausal Network Inference via Group Sparse Regularization

155 citations · 155 across the 1 of their papers we have counts for

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stat.ML2011★ 155 cited

Causal Network Inference via Group Sparse Regularization

Andrew Bolstad, Barry Van Veen, Robert Nowak

This paper addresses the problem of inferring sparse causal networks modeled by multivariate auto-regressive (MAR) processes. Conditions are derived under which the Group Lasso (gL…