How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance.
Hongkang LiShuai ZhangYihua ZhangMeng WangSijia LiuPin-Yu ChenPublished in: CoRR (2024)
Keyphrases
- hidden layer
- neural network
- back propagation
- artificial neural networks
- feedforward neural networks
- feed forward
- multilayer perceptron
- activation function
- recurrent neural networks
- neural nets
- feed forward neural networks
- radial basis function
- genetic algorithm
- training algorithm
- pattern recognition
- class distribution
- rbf neural network
- small number
- probabilistic model
- artificial intelligence
- connection weights
- backpropagation algorithm
- hidden neurons