69 citations · 93 across the 10 of their papers we have counts for
4 papers · 1 filter
Scalable Structure Learning for Probabilistic Soft Logic
Varun Embar, Dhanya Sridhar, Golnoosh Farnadi +1
Statistical relational frameworks such as Markov logic networks and probabilistic soft logic (PSL) encode model structure with weighted first-order logical clauses. Learning these…
Using Noisy Extractions to Discover Causal Knowledge
Dhanya Sridhar, Jay Pujara, Lise Getoor
Knowledge bases (KB) constructed through information extraction from text play an important role in query answering and reasoning. In this work, we study a particular reasoning tas…
Generic Statistical Relational Entity Resolution in Knowledge Graphs
Jay Pujara, Lise Getoor
Entity resolution, the problem of identifying the underlying entity of references found in data, has been researched for many decades in many communities. A common theme in this re…
Utility Elicitation as a Classification Problem
Urszula Chajewska, Lise Getoor, Joseph Norman +1
We investigate the application of classification techniques to utility elicitation. In a decision problem, two sets of parameters must generally be elicited: the probabilities and…