43 citations · 77 across the 6 of their papers we have counts for
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cs.AI2012★ 29 cited
On Triangulating Dynamic Graphical Models
Jeff A. Bilmes, Chris Bartels
This paper introduces new methodology to triangulate dynamic Bayesian networks (DBNs) and dynamic graphical models (DGMs). While most methods to triangulate such networks use some…
cs.AI2012★ 3 cited
Non-Minimal Triangulations for Mixed Stochastic/Deterministic Graphical Models
Chris Bartels, Jeff A. Bilmes
We observe that certain large-clique graph triangulations can be useful to reduce both computational and space requirements when making queries on mixed stochastic/deterministic gr…