Antonucci, Alessandro and De Campos, Cassio Polpo and Zaffalon, Marco (2014) Probabilistic Graphical Models. Technical Report. UNSPECIFIED.
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Abstract
This report presents probabilistic graphical models that are based on imprecise probabilities using a comprehensive language. In particular, the discussion is focused on credal networks and discrete domains. It describes the building blocks of credal networks, algorithms to perform inference, and discusses on complexity results and related work. The goal is to present an easy-to-follow introduction to the topic.
| Item Type: | Report (Technical Report) |
|---|---|
| Subjects: | Computer sciences |
| Department/unit: | Dipartimento tecnologie innovative > Istituto Dalle Molle di studi sull'intelligenza artificiale |
| Depositing User: | Andrea Emilio Rizzoli |
| Date Deposited: | 04 Jul 2014 05:38 |
| Last Modified: | 04 Jul 2014 05:38 |
| URI: | http://repository.supsi.ch/id/eprint/4901 |
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