44 citations · 85 across the 2 of their papers we have counts for
2 papers
cs.AI2012★ 41 cited
Template Based Inference in Symmetric Relational Markov Random Fields
Ariel Jaimovich, Ofer Meshi, Nir Friedman
Relational Markov Random Fields are a general and flexible framework for reasoning about the joint distribution over attributes of a large number of interacting entities. The main…
cs.AI2012★ 44 cited
Convexifying the Bethe Free Energy
Ofer Meshi, Ariel Jaimovich, Amir Globerson +1
The introduction of loopy belief propagation (LBP) revitalized the application of graphical models in many domains. Many recent works present improvements on the basic LBP algorith…