Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation.
Zhouxing ShiYihan WangHuan ZhangJ. Zico KolterCho-Jui HsiehPublished in: CoRR (2022)
Keyphrases
- efficiently computing
- neural network
- upper bound
- artificial neural networks
- pattern recognition
- lower bound
- genetic algorithm
- fuzzy logic
- worst case
- wave propagation
- feed forward
- olap data cubes
- multi layer
- fault diagnosis
- error bounds
- neural network model
- recurrent neural networks
- data structure
- self organizing maps
- posterior marginals
- back propagation
- generalization bounds
- sufficient conditions
- knn
- data mining