CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space.
Haibin ZhengJinyin ChenHaibo JinPublished in: ASE (2023)
Keyphrases
- neural network
- feature space
- pattern recognition
- mean shift
- high dimensionality
- dimensionality reduction
- fuzzy logic
- classification accuracy
- total cost
- back propagation
- feature vectors
- feature extraction
- expected cost
- genetic algorithm
- input space
- cost reduction
- dissimilarity measure
- high dimensional
- principal component analysis
- multilayer perceptron
- learning algorithm
- rule extraction
- decision trees
- activation function
- expert systems
- multi layer
- image retrieval
- neural network model
- artificial neural networks
- data points
- fault diagnosis
- support vector machine
- feature set
- nearest neighbor