Optimizing for Interpretability in Deep Neural Networks with Tree Regularization.
Mike WuSonali ParbhooMichael C. HughesVolker RothFinale Doshi-VelezPublished in: J. Artif. Intell. Res. (2021)
Keyphrases
- neural network
- pattern recognition
- fuzzy decision trees
- tree structure
- back propagation
- artificial neural networks
- fuzzy logic
- r tree
- binary tree
- tree construction
- tree structures
- parameter selection
- regularization term
- regularization parameter
- network architecture
- tree search
- feed forward
- neural network model
- fault diagnosis
- index structure
- tree models
- regularization method
- associative memory
- classification trees
- fuzzy systems
- graph structure
- multilayer perceptron
- self organizing maps
- image segmentation
- image processing