On the existence of minimizers in shallow residual ReLU neural network optimization landscapes.
Steffen DereichArnulf JentzenSebastian KassingPublished in: CoRR (2023)
Keyphrases
- neural network
- image reconstruction from projections
- optimization problems
- constrained optimization
- artificial neural networks
- global optimization
- neural network model
- natural language processing
- highly non linear
- optimization model
- pattern recognition
- information extraction
- back propagation
- multilayer perceptron
- network model
- data sets
- optimization process
- recurrent neural networks
- optimization method
- optimization algorithm
- expert systems