A Modern Take on the Bias-Variance Tradeoff in Neural Networks.
Brady NealSarthak MittalAristide BaratinVinayak TantiaMatthew SciclunaSimon Lacoste-JulienIoannis MitliagkasPublished in: CoRR (2018)
Keyphrases
- bias variance tradeoff
- neural network
- pattern recognition
- face recognition
- back propagation
- artificial neural networks
- recurrent neural networks
- fuzzy logic
- multi layer
- data sets
- genetic algorithm
- neural learning
- activation function
- network architecture
- self organizing maps
- rule extraction
- data mining
- fault diagnosis
- feed forward
- training algorithm
- sufficient conditions
- auto associative
- bayesian networks
- neural network is trained
- information retrieval