64 citations · 362 across the 43 of their papers we have counts for
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cs.DB2015★ 13 cited
Fault-Tolerant Entity Resolution with the Crowd
Anja Gruenheid, Besmira Nushi, Tim Kraska +2
In recent years, crowdsourcing is increasingly applied as a means to enhance data quality. Although the crowd generates insightful information especially for complex problems such…
cs.DB2015★ 1 cited
A Characterization of the Complexity of Resilience and Responsibility for Self-join-free Conjunctive Queries
Cibele Freire, Wolfgang Gatterbauer, Neil Immerman +1
Several research thrusts in the area of data management have focused on understanding how changes in the data affect the output of a view or standing query. Example applications ar…
cs.AI2015
The Linearization of Belief Propagation on Pairwise Markov Networks
Wolfgang Gatterbauer
Belief Propagation (BP) is a widely used approximation for exact probabilistic inference in graphical models, such as Markov Random Fields (MRFs). In graphs with cycles, however, n…