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Credal Networks: Specification, Algorithms, Complexity
A gentle introduction to credal networks, with a focus on the very basics (credal sets, independence, elicitation), and on algorithms for marginal inference
Dec 8, 2020 11:00 AM — Dec 16, 2020 2:00 PM
Liverpool (online)
Fabio G. Cozman
,
Denis D. Mauá
Thirty years of credal networks: Specification, algorithms and complexity
We review 30 years of research in Bayesian networks with set-valued parameters.
Denis Deratani Mauá
,
Fabio Gagliardi Cozman
On the Complexity of Strong and Epistemic Credal Networks
Denis Deratani Mauá
,
Cassio Polpo de Campos
,
Alessio Benavoli
,
Alessandro Antonucci
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