Greedy training algorithms for neural networks and applications to PDEs.
Jonathan W. SiegelQingguo HongXianlin JinWenrui HaoJinchao XuPublished in: J. Comput. Phys. (2023)
Keyphrases
- neural network
- training process
- neural network training
- search algorithm
- training algorithm
- computational cost
- theoretical analysis
- benchmark datasets
- orders of magnitude
- feed forward neural networks
- pattern recognition
- computationally efficient
- training samples
- back propagation
- neural network model
- recurrent neural networks
- significant improvement
- stochastic search
- greedy algorithms