11 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.LG2013★ 11 cited
On the Geometry of Bayesian Graphical Models with Hidden Variables
Raffaella Settimi, Jim Q. Smith
In this paper we investigate the geometry of the likelihood of the unknown parameters in a simple class of Bayesian directed graphs with hidden variables. This enables us, before a…
cs.LG2013
Approximate Learning in Complex Dynamic Bayesian Networks
Raffaella Settimi, Jim Q. Smith, A. S. Gargoum
In this paper we extend the work of Smith and Papamichail (1999) and present fast approximate Bayesian algorithms for learning in complex scenarios where at any time frame, the rel…