Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data.
Shangyu ChenWenya WangSinno Jialin PanPublished in: AAAI (2019)
Keyphrases
- neural network
- training data
- multi layer
- training process
- data sets
- multiple layers
- single layer
- learning algorithm
- optimization algorithm
- optimization problems
- image reconstruction from projections
- neural network model
- training patterns
- test data
- optimization method
- neural nets
- pairwise
- fuzzy logic
- back propagation
- genetic algorithm
- decision trees
- recurrent neural networks
- classification models
- network architecture
- machine learning
- supervised learning
- constrained optimization
- hidden layer
- support vector
- optimization process
- global optimization
- fault diagnosis
- test set
- training samples