34 citations · 34 across the 1 of their papers we have counts for
2 papers
math.ST2015★ 34 cited
Inferring large graphs using l1-penalized likelihood
Magali Champion, Victor Picheny, Matthieu Vignes
We address the issue of recovering the structure of large sparse directed acyclic graphs from noisy observations of the system. We propose a novel procedure based on a specific for…
stat.ME2011
Multi-Domain Sampling With Applications to Structural Inference of Bayesian Networks
Qing Zhou
When a posterior distribution has multiple modes, unconditional expectations, such as the posterior mean, may not offer informative summaries of the distribution. Motivated by this…