Rethinking Bias-Variance Trade-off for Generalization of Neural Networks.
Zitong YangYaodong YuChong YouJacob SteinhardtYi MaPublished in: ICML (2020)
Keyphrases
- bias variance
- trade off
- neural network
- bias variance decomposition
- pattern recognition
- artificial neural networks
- genetic algorithm
- multilayer perceptron
- fuzzy logic
- back propagation
- neural network model
- low variance
- bias variance analysis
- learning machines
- training process
- recurrent neural networks
- feed forward
- decision trees