Abstract Argumentation Frameworks with Marginal Probabilities.
Bettina FazzingaSergio FlescaFilippo FurfaroPublished in: IJCAI (2022)
Keyphrases
- abstract argumentation frameworks
- marginal probabilities
- graphical models
- upper and lower bounds
- loopy belief propagation
- desirable properties
- probabilistic inference
- belief propagation
- probability distribution
- argumentation semantics
- variational methods
- argumentation frameworks
- conditional probabilities
- joint distribution
- marginal distributions
- abstract argumentation
- random variables
- decision problems
- approximate inference
- partition function
- probabilistic model
- factor graphs
- approximation algorithms
- markov random field
- message passing
- bayesian networks
- lower bound
- upper bound
- graph cuts
- lower and upper bounds
- energy minimization
- random fields
- free energy
- closed form
- stereo matching
- conditional random fields
- parameter estimation