2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.AI2020★ 1 cited
Exploring Unknown Universes in Probabilistic Relational Models
Tanya Braun, Ralf Möller
Large probabilistic models are often shaped by a pool of known individuals (a universe) and relations between them. Lifted inference algorithms handle sets of known individuals for…
cs.AI2019★ 2 cited
Taming Reasoning in Temporal Probabilistic Relational Models
Marcel Gehrke, Ralf Möller, Tanya Braun
Evidence often grounds temporal probabilistic relational models over time, which makes reasoning infeasible. To counteract groundings over time and to keep reasoning polynomial by…