Rethinking Bias-Variance Trade-off for Generalization of Neural Networks.
Zitong YangYaodong YuChong YouJacob SteinhardtYi MaPublished in: CoRR (2020)
Keyphrases
- bias variance
- trade off
- neural network
- bias variance decomposition
- pattern recognition
- artificial neural networks
- neural network model
- back propagation
- feed forward
- multilayer perceptron
- technology enhanced learning
- fuzzy logic
- neural nets
- low variance
- genetic algorithm
- bias variance analysis
- model selection
- self organizing maps
- data sets
- real valued
- recurrent neural networks