| Full text | |
| Author(s): |
Cozman, Fabio Gagliardi
Total Authors: 1
|
| Document type: | Journal article |
| Source: | NEURIPS WORKSHOPS, 2020; v. 215, p. 11-pg., 2023-01-01. |
| Abstract | |
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. (AU) | |
| FAPESP's process: | 19/07665-4 - Center for Artificial Intelligence |
| Grantee: | Fabio Gagliardi Cozman |
| Support Opportunities: | Research Grants - Research Program in eScience and Data Science - Research Centers in Engineering Program |