127 citations · 180 across the 4 of their papers we have counts for
Showing 2012 · cs.AIShow all
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cs.AI2012★ 48 cited
Bisimulation-based Approximate Lifted Inference
Prithviraj Sen, Amol Deshpande, Lise Getoor
There has been a great deal of recent interest in methods for performing lifted inference; however, most of this work assumes that the first-order model is given as input to the sy…
cs.AI2012★ 127 cited
Probabilistic Similarity Logic
Matthias Brocheler, Lilyana Mihalkova, Lise Getoor
Many machine learning applications require the ability to learn from and reason about noisy multi-relational data. To address this, several effective representations have been deve…