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Efficient algorithms for robustness analysis of maximum a posteriori inference in selective sum-product networks.
Julissa Villanueva Llerena
Denis Deratani Mauá
Published in:
Int. J. Approx. Reason. (2020)
Keyphrases
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maximum a posteriori
markov random field
image reconstruction
maximum likelihood
expectation maximization
energy function
map estimation
sum product
bayesian framework
posterior distribution
image processing
graphical models
hyperparameters
loopy belief propagation