GCWSNet: Generalized Consistent Weighted Sampling for Scalable and Accurate Training of Neural Networks.
Ping LiWeijie ZhaoPublished in: CoRR (2022)
Keyphrases
- hopfield neural network
- neural network
- genetic algorithm
- high quality
- training process
- test set
- training algorithm
- globally consistent
- training samples
- supervised learning
- high accuracy
- computationally efficient
- fuzzy logic
- highly accurate
- training phase
- training set
- feedforward neural networks
- feed forward neural networks
- sample size
- parameter space
- sampling theorem
- training data
- error back propagation
- weighted sum
- sampling methods
- sampled data
- sampling strategy
- bootstrap sampling
- svm training
- neural network training
- web scale
- multi layer perceptron
- random sampling
- neural nets
- neural network model
- back propagation
- hidden markov models
- artificial neural networks
- pattern recognition
- machine learning