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Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation.
Mattias Åkesson
Prashant Singh
Fredrik Wrede
Andreas Hellander
Published in:
IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
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convolutional neural networks
summary statistics
exact computation
efficient computation
convolutional network
numerical integration
maximum likelihood
bayesian inference
bayesian learning
data driven
data sets
pre computed
efficiently computing
databases
database
posterior probability
management system