24 citations · 144 across the 74 of their papers we have counts for
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cs.AI2012
Lifted Relax, Compensate and then Recover: From Approximate to Exact Lifted Probabilistic Inference
Guy Van den Broeck, Arthur Choi, Adnan Darwiche
We propose an approach to lifted approximate inference for first-order probabilistic models, such as Markov logic networks. It is based on performing exact lifted inference in a si…
cs.AI2012★ 1 cited
Lifted Variable Elimination: A Novel Operator and Completeness Results
Nima Taghipour, Daan Fierens, Guy Van den Broeck +2
Various methods for lifted probabilistic inference have been proposed, but our understanding of these methods and the relationships between them is still limited, compared to their…