Lipschitz constant estimation of Neural Networks via sparse polynomial optimization.
Fabian Latorre GómezPaul RollandVolkan CevherPublished in: ICLR (2020)
Keyphrases
- neural network
- pattern recognition
- optimization algorithm
- sparse pca
- sparse data
- multi layer
- optimization problems
- global optimization
- group method of data handling
- estimation accuracy
- accurate estimation
- optimization process
- optimization method
- high dimensional
- genetic algorithm
- neural network model
- constrained optimization
- estimation algorithm
- fuzzy logic
- self organizing maps
- sparse representation
- evolutionary algorithm
- artificial neural networks
- compressive sensing
- joint optimization