Regional Tree Regularization for Interpretability in Deep Neural Networks.
Mike WuSonali ParbhooMichael C. HughesRyan KindleLeo A. CeliMaurizio ZazziVolker RothFinale Doshi-VelezPublished in: AAAI (2020)
Keyphrases
- neural network
- tree structure
- pattern recognition
- back propagation
- tree search
- fuzzy decision trees
- artificial neural networks
- prediction accuracy
- neural network model
- tree construction
- binary tree
- recurrent neural networks
- multi layer perceptron
- regularization parameter
- hierarchical structure
- self organizing maps
- image processing
- data sets
- multi layer
- b tree
- leaf nodes
- parameter selection
- tree structures
- fuzzy sets
- regularization method
- global exponential stability
- tree models
- machine learning
- tree mining