Enhancing Decision Tree Based Interpretation of Deep Neural Networks through L1-Orthogonal Regularization.
Nina SchaafMarco F. HuberJohannes MaucherPublished in: ICMLA (2019)
Keyphrases
- neural network
- pattern recognition
- neural network model
- image interpretation
- neural nets
- parameter selection
- fuzzy logic
- back propagation
- high level
- fuzzy systems
- semantic interpretation
- artificial neural networks
- prior information
- data sets
- feed forward
- genetic algorithm
- regularization parameter
- regularization methods
- rule extraction
- activation function
- image segmentation
- mixed norm
- multi layer perceptron
- multi layer
- recurrent neural networks
- self organizing maps
- loss function
- denoising
- training data