Improvement of Generalization Ability of Deep CNN via Implicit Regularization in Two-Stage Training Process.
Qinghe ZhengMingqiang YangJiajie YangQingrui ZhangXinxin ZhangPublished in: IEEE Access (2018)
Keyphrases
- generalization ability
- training process
- support vector machine
- training data
- learning algorithm
- ensemble learning
- neural network
- support vector
- support vector machine svm
- bp neural network
- training algorithm
- generalization bounds
- semi supervised
- training speed
- stochastic gradient descent
- svm classifier
- ensemble methods
- multi class
- machine learning
- cross validation
- k nearest neighbor
- nearest neighbor
- learning process
- support vectors
- feature vectors
- high dimensional
- svm training