Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation.
Zhouxing ShiYihan WangHuan ZhangJ. Zico KolterCho-Jui HsiehPublished in: NeurIPS (2022)
Keyphrases
- efficiently computing
- neural network
- pattern recognition
- olap data cubes
- upper bound
- lower bound
- genetic algorithm
- posterior marginals
- pointwise
- feed forward
- neural network model
- back propagation
- artificial neural networks
- error bounds
- multilayer perceptron
- self organizing maps
- radial basis function
- fault diagnosis
- metric space
- fuzzy systems
- multi dimensional
- worst case