Statistical Guarantees for the Robustness of Bayesian Neural Networks.
Luca CardelliMarta KwiatkowskaLuca LaurentiNicola PaolettiAndrea PataneMatthew WickerPublished in: CoRR (2019)
Keyphrases
- neural network
- bayesian analysis
- data driven
- pattern recognition
- statistical inference
- statistical models
- statistical methods
- fuzzy logic
- artificial neural networks
- database
- back propagation
- information theoretic
- maximum likelihood
- probabilistic model
- training data
- sufficient conditions
- computational intelligence
- feed forward
- recurrent neural networks
- fuzzy systems
- statistical information
- learning rules
- machine learning
- statistical data
- bayesian estimation
- high robustness
- real time