8 citations · 25 across the 7 of their papers we have counts for
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cs.AI2011★ 8 cited
A survey on independence-based Markov networks learning
Federico Schlüter
This work reports the most relevant technical aspects in the problem of learning the \emph{Markov network structure} from data. Such problem has become increasingly important in ma…
cs.AI2011★ 2 cited
Efficient Independence-Based MAP Approach for Robust Markov Networks Structure Discovery
Facundo Bromberg, Federico Schlüter
This work introduces the IB-score, a family of independence-based score functions for robust learning of Markov networks independence structures. Markov networks are a widely used…