32 citations · 53 across the 2 of their papers we have counts for
2 papers
cs.AI2012★ 32 cited
Nonparametric Bayesian Logic
Peter Carbonetto, Jacek Kisynski, Nando de Freitas +1
The Bayesian Logic (BLOG) language was recently developed for defining first-order probability models over worlds with unknown numbers of objects. It handles important problems in…
cs.AI2011★ 21 cited
Towards Completely Lifted Search-based Probabilistic Inference
David Poole, Fahiem Bacchus, Jacek Kisynski
The promise of lifted probabilistic inference is to carry out probabilistic inference in a relational probabilistic model without needing to reason about each individual separately…