ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping.
Cher BassMariana da SilvaCarole H. SudrePetru-Daniel TudosiuStephen M. SmithEmma C. RobinsonPublished in: NeurIPS (2020)
Keyphrases
- feature vectors
- classification accuracy
- automatic classification
- classification scheme
- pattern classification
- classification rules
- feature set
- feature analysis
- decision trees
- machine learning methods
- classification algorithm
- pattern recognition
- text classification
- image classification
- discriminative features
- image features
- feature space
- feature extraction
- classification method
- classification systems
- feature selection
- information preserving
- classification models
- feature subset
- class labels
- benchmark datasets
- preprocessing