Layer-wise learning based stochastic gradient descent method for the optimization of deep convolutional neural network.
Qinghe ZhengXinyu TianNan JiangMingqiang YangPublished in: J. Intell. Fuzzy Syst. (2019)
Keyphrases
- stochastic gradient descent
- optimization algorithm
- detection method
- learning algorithm
- cost function
- pairwise
- loss function
- random forests
- support vector machine
- least squares
- step size
- convolutional neural network
- neural network
- importance sampling
- matrix factorization
- training samples
- supervised learning
- knn
- active learning
- lower bound
- support vector