35 citations · 36 across the 4 of their papers we have counts for
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cs.AI2011
Scaling Inference for Markov Logic with a Task-Decomposition Approach
Feng Niu, Ce Zhang, Christopher Ré +1
Motivated by applications in large-scale knowledge base construction, we study the problem of scaling up a sophisticated statistical inference framework called Markov Logic Network…
cs.DB2011★ 35 cited
Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS
Feng Niu, Christopher Ré, AnHai Doan +1
Markov Logic Networks (MLNs) have emerged as a powerful framework that combines statistical and logical reasoning; they have been applied to many data intensive problems including…