Statistical Guarantees for the Robustness of Bayesian Neural Networks.
Luca CardelliMarta KwiatkowskaLuca LaurentiNicola PaolettiAndrea PataneMatthew WickerPublished in: IJCAI (2019)
Keyphrases
- neural network
- bayesian analysis
- statistical inference
- data driven
- pattern recognition
- artificial neural networks
- bayesian networks
- statistical analysis
- genetic algorithm
- bayesian inference
- feed forward
- information theoretic
- statistical models
- fuzzy logic
- data mining
- fault diagnosis
- bayesian estimation
- bayesian learning
- computer vision
- statistical tests
- neural nets
- database
- statistical approaches
- decision theory
- statistical significance
- posterior distribution
- artificial intelligence
- particle filter
- information theory
- multilayer perceptron
- case study
- computational efficiency
- self organizing maps
- back propagation
- maximum likelihood