Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks.
Yusuke TsuzukuIssei SatoMasashi SugiyamaPublished in: CoRR (2018)
Keyphrases
- neural network
- training process
- training algorithm
- training set
- feed forward neural networks
- multi layer perceptron
- feedforward neural networks
- error back propagation
- artificial neural networks
- fuzzy logic
- back propagation
- third party
- machine learning
- neural network training
- backpropagation algorithm
- support vector
- feed forward
- metric space
- recurrent neural networks
- neural network model
- test set
- deep learning
- training data
- neural nets
- training phase
- discriminative power
- training examples
- training samples
- supervised learning
- radial basis function network
- multi class