RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through Bound Propagation.
Sam PinxterenMarco FavierToon CaldersPublished in: PKDD/ECML Workshops (1) (2022)
Keyphrases
- neural network
- lower bound
- artificial neural networks
- worst case
- upper bound
- pattern recognition
- error bounds
- recurrent neural networks
- back propagation
- possibility theory
- neural network model
- fuzzy logic
- uncertain data
- fuzzy systems
- posterior marginals
- hopfield neural network
- fuzzy neural network
- genetic algorithm
- decision making
- feed forward
- training process
- data sets
- decision theory
- self organizing maps
- uncertain information
- inherent uncertainty
- probability distribution