Enumerating Safe Regions in Deep Neural Networks with Provable Probabilistic Guarantees.
Luca MarzariDavide CorsiEnrico MarchesiniAlessandro FarinelliFerdinando CicalesePublished in: AAAI (2024)
Keyphrases
- neural network
- pattern recognition
- probabilistic model
- genetic algorithm
- back propagation
- uncertain data
- fuzzy logic
- generative model
- probabilistic logic
- quality guarantees
- approximation guarantees
- fuzzy systems
- feed forward
- neural network model
- parameter space
- information theoretic
- image regions
- artificial neural networks
- bayesian networks
- keypoints
- self organizing maps
- multi layer
- salient features
- probabilistic reasoning
- learning algorithm
- data sets