2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.AI2016
Lifted Message Passing for the Generalized Belief Propagation
Udi Apsel
We introduce the lifted Generalized Belief Propagation (GBP) message passing algorithm, for the computation of sum-product queries in Probabilistic Relational Models (e.g. Markov l…
cs.AI2012★ 2 cited
Extended Lifted Inference with Joint Formulas
Udi Apsel, Ronen I. Brafman
The First-Order Variable Elimination (FOVE) algorithm allows exact inference to be applied directly to probabilistic relational models, and has proven to be vastly superior to the…