Polynomial Optimization for Bounding Lipschitz Constants of Deep Networks.
Tong ChenJean-Bernard LasserreVictor MagronEdouard PauwelsPublished in: CoRR (2020)
Keyphrases
- optimization algorithm
- optimization problems
- upper bound
- optimization process
- network structure
- global optimization
- social networks
- discrete optimization
- neural network
- heterogeneous networks
- network design
- computer networks
- vapnik chervonenkis dimension
- optimization strategies
- network size
- optimal design
- evolution strategy
- constrained optimization
- complex networks
- support vector
- case study
- information retrieval