An Adaptive Layer Expansion Algorithm for Efficient Training of Deep Neural Networks.
Yi-Long ChenPangfeng LiuJan-Jan WuPublished in: IEEE BigData (2020)
Keyphrases
- neural network
- single pass
- training algorithm
- learning algorithm
- optimization algorithm
- experimental evaluation
- computationally efficient
- preprocessing
- high accuracy
- detection algorithm
- matching algorithm
- worst case
- computational cost
- highly efficient
- cost function
- high efficiency
- multi layer
- training process
- feed forward neural networks
- neural network training
- classification algorithm
- dynamic programming
- computational complexity
- optimal solution
- genetic algorithm
- input data
- np hard
- k means
- training set
- objective function