167 citations · 522 across the 16 of their papers we have counts for
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cs.AI2018
Finding All Bayesian Network Structures within a Factor of Optimal
Zhenyu A. Liao, Charupriya Sharma, James Cussens +1
A Bayesian network is a widely used probabilistic graphical model with applications in knowledge discovery and prediction. Learning a Bayesian network (BN) from data can be cast as…
cs.AI2018
Finding Minimal Cost Herbrand Models with Branch-Cut-and-Price
James Cussens
Given (1) a set of clauses in some first-order language and (2) a cost function , mapping each ground atom in the Herbrand b…