Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation.
Fan YangNinghao LiuMengnan DuXia HuPublished in: CoRR (2021)
Keyphrases
- neural network
- generative model
- pattern recognition
- multi layer
- artificial neural networks
- attribute values
- database
- neural nets
- data driven
- neural network model
- fuzzy logic
- training data
- fault diagnosis
- genetic algorithm
- feed forward
- fuzzy systems
- adaptive resonance theory
- multiple attributes
- discriminative learning
- logical language
- discriminative methods
- causal models
- multilayer perceptron
- unsupervised learning
- artificial intelligence
- data sets
- real time