19 citations
2 papers
cs.AI2013★ 13 cited
Irrelevance and Independence Relations in Quasi-Bayesian Networks
Fabio Gagliardi Cozman
This paper analyzes irrelevance and independence relations in graphical models associated with convex sets of probability distributions (called Quasi-Bayesian networks). The basic…
cs.AI2013★ 19 cited
Separation Properties of Sets of Probability Measures
Fabio Gagliardi Cozman
This paper analyzes independence concepts for sets of probability measures associated with directed acyclic graphs. The paper shows that epistemic independence and the standard Mar…