Lipschitz constant estimation of Neural Networks via sparse polynomial optimization.
Fabian Latorre GómezPaul RollandVolkan CevherPublished in: CoRR (2020)
Keyphrases
- neural network
- optimization algorithm
- global optimization
- genetic algorithm
- artificial neural networks
- multilayer perceptron
- pattern recognition
- highly non linear
- accurate estimation
- optimization process
- multivariate polynomials
- estimation accuracy
- sparse data
- recurrent neural networks
- neural network model
- optimization method
- back propagation
- fuzzy logic
- high dimensional
- image sequences
- feed forward
- metric space
- multi layer
- sparse representation
- multi objective
- canonical correlation analysis
- elastic net