Probabilistic Safety for Bayesian Neural Networks.
Matthew WickerLuca LaurentiAndrea PataneMarta KwiatkowskaPublished in: CoRR (2020)
Keyphrases
- neural network
- bayesian networks
- posterior probability
- data driven
- artificial neural networks
- multilayer perceptron
- decision theory
- pattern recognition
- probabilistic model
- fuzzy logic
- neural network model
- probabilistic logic
- neural nets
- training process
- conditional probabilities
- bayesian analysis
- generalized em algorithm
- generative model
- maximum likelihood
- graphical models
- feed forward
- fuzzy systems
- sufficient conditions
- network architecture
- bayesian estimation
- prior probabilities
- prior knowledge
- bayesian decision
- genetic algorithm