Robust deep neural network surrogate models with uncertainty quantification via adversarial training.
Lixiang ZhangJia LiPublished in: Stat. Anal. Data Min. (2023)
Keyphrases
- neural network
- training algorithm
- training process
- feed forward neural networks
- neural network training
- robust optimization
- training set
- artificial neural networks
- training patterns
- multi layer perceptron
- pattern recognition
- neural network model
- training phase
- training samples
- back propagation
- test set
- uncertain data
- neural network structure
- conditional probabilities
- computationally efficient
- online learning
- supervised learning
- knn
- hidden markov models
- multi agent