127 citations · 181 across the 5 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
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…