127 citations · 251 across the 6 of their papers we have counts for
4 papers · 1 filter
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…
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…
Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata
Anon Plangprasopchok, Kristina Lerman, Lise Getoor
Many social Web sites allow users to annotate the content with descriptive metadata, such as tags, and more recently to organize content hierarchically. These types of structured m…
Integrating Structured Metadata with Relational Affinity Propagation
Anon Plangprasopchok, Kristina Lerman, Lise Getoor
Structured and semi-structured data describing entities, taxonomies and ontologies appears in many domains. There is a huge interest in integrating structured information from mult…