Fabio Gagliardi Cozman
4 papers · 2015–2018 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Conference Pioneer
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Research topics
Keywords
bayesian network
(3)
inference complexity
(2)
complexity analysis
(2)
marginal inference
(1)
first-order logic
(1)
probabilistic graphical model
(1)
probabilistic logic program
(1)
chain graph
(1)
complexity class
(1)
inferential complexity
(1)
relational bayesian network
(1)
combination function
(1)
descriptive complexity
(1)
combinatorial optimization
(1)
finite model theory
(1)
probabilistic modeling
(1)
probabilistic inference
(1)
Papers
The Finite Model Theory of Bayesian Networks: Descriptive Complexity
IJCAI 2018
Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity
PGM 2016
The Effect of Combination Functions on the Complexity of Relational Bayesian Networks
PGM 2016
The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages
IJCAI 2015