Deep Probabilistic Surrogate Networks for Universal Simulator Approximation.
Andreas MunkAdam ScibiorAtilim Günes BaydinAndrew StewartGoran FernlundAnoush PoursartipFrank WoodPublished in: CoRR (2019)
Keyphrases
- causal networks
- probabilistic networks
- probabilistic model
- social networks
- complex networks
- network analysis
- approximation algorithms
- network structure
- generative model
- information theoretic
- neural network
- error bounds
- uncertain data
- bayesian networks
- closed form
- computer networks
- posterior probability
- data driven
- data streams
- network model
- network design
- heterogeneous networks
- information retrieval