Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks.
Yusuke TsuzukuIssei SatoMasashi SugiyamaPublished in: NeurIPS (2018)
Keyphrases
- neural network
- training process
- training algorithm
- training set
- multi layer perceptron
- feedforward neural networks
- pattern recognition
- error back propagation
- neural network structure
- neural network training
- feed forward neural networks
- artificial neural networks
- back propagation
- training samples
- fuzzy logic
- backpropagation algorithm
- deep architectures
- supervised learning
- fault diagnosis
- third party
- recurrent neural networks
- deep learning
- database
- genetic algorithm
- training data
- recurrent networks
- support vector
- pointwise
- fuzzy neural network
- multi layer
- neural nets