Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds.
Yujia HuangHuan ZhangYuanyuan ShiJ. Zico KolterAnima AnandkumarPublished in: CoRR (2021)
Keyphrases
- neural network
- training algorithm
- training process
- computationally efficient
- cost effective
- feedforward neural networks
- learning algorithm
- upper bound
- back propagation
- partial occlusion
- computationally expensive
- test set
- neural network training
- backpropagation algorithm
- recurrent networks
- multilayer perceptron
- fault diagnosis
- online learning
- active learning
- lower bound
- pattern recognition
- feature selection
- genetic algorithm