PRoA: A Probabilistic Robustness Assessment Against Functional Perturbations.
Tianle ZhangWenjie RuanJonathan E. FieldsendPublished in: ECML/PKDD (3) (2022)
Keyphrases
- bayesian networks
- data driven
- real world
- generative model
- neural network
- data sets
- information theoretic
- computational efficiency
- functional analysis
- functional properties
- assessment process
- probabilistic interpretation
- probabilistic reasoning
- quality assessment
- belief networks
- uncertain data
- probabilistic model
- mobile robot
- artificial neural networks
- expert systems
- database systems
- web services
- knowledge base
- information systems
- machine learning