Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation.
Mattias ÅkessonPrashant SinghFredrik WredeAndreas HellanderPublished in: CoRR (2020)
Keyphrases
- convolutional neural networks
- summary statistics
- convolutional network
- exact computation
- data sets
- bayesian networks
- numerical integration
- posterior probability
- data structure
- data driven
- maximum likelihood
- efficient computation
- exact solution
- bayesian estimation
- efficiently computing
- multiscale
- multiresolution
- database management systems
- range queries
- bayesian inference
- database