Markov Conditions and Factorization in Logical Credal Networks

02/27/2023
by   Fabio Gagliardi Cozman, et al.
0

We examine the recently proposed language of Logical Credal Networks, in particular investigating the consequences of various Markov conditions. We introduce the notion of structure for a Logical Credal Network and show that a structure without directed cycles leads to a well-known factorization result. For networks with directed cycles, we analyze the differences between Markov conditions, factorization results, and specification requirements.

READ FULL TEXT

Please sign up or login with your details

Forgot password? Click here to reset