Uncertainty Quantification for Deep Neural Networks: An Empirical Comparison and Usage Guidelines.
Michael WeissPaolo TonellaPublished in: CoRR (2022)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- fuzzy logic
- neural network model
- multi layer
- multilayer perceptron
- genetic algorithm
- fault diagnosis
- uncertain data
- inherent uncertainty
- deep learning
- decision theory
- neural nets
- conditional probabilities
- soft computing
- support vector
- network architecture
- bayesian networks
- competitive learning
- possibility theory
- robust optimization
- website
- data mining