SGD on Neural Networks Learns Functions of Increasing Complexity.
Dimitris KalimerisGal KaplunPreetum NakkiranBenjamin L. EdelmanTristan YangBoaz BarakHaofeng ZhangPublished in: NeurIPS (2019)
Keyphrases
- neural network
- back propagation
- multi layer
- space complexity
- pattern recognition
- worst case
- neural network model
- activation function
- neural nets
- recurrent neural networks
- memory requirements
- decision problems
- fuzzy logic
- artificial neural networks
- feature space
- computational complexity
- bayesian networks
- genetic algorithm