GCWSNet: Generalized Consistent Weighted Sampling for Scalable and Accurate Training of Neural Networks.
Ping LiWeijie ZhaoPublished in: CIKM (2022)
Keyphrases
- neural network
- training process
- training algorithm
- feedforward neural networks
- neural network training
- pattern recognition
- feed forward neural networks
- artificial neural networks
- multi layer perceptron
- backpropagation algorithm
- neural network model
- random sampling
- error back propagation
- back propagation
- sample size
- web scale
- neural network structure
- training set
- highly accurate
- multi layer
- high quality
- sampling algorithm
- training data
- weighted sum
- recurrent neural networks
- training examples
- fuzzy logic
- training phase
- monte carlo
- self organizing maps
- globally consistent
- training samples
- expert systems
- bootstrap sampling