An adaptive Drop method for deep neural networks regularization: Estimation of DropConnect hyperparameter using generalization gap.
El houssaine HssayniNour-eddine JoudarMohamed EttaouilPublished in: Knowl. Based Syst. (2022)
Keyphrases
- neural network
- parameter estimation
- neural nets
- high accuracy
- pattern recognition
- clustering method
- prior information
- significant improvement
- support vector machine svm
- probabilistic model
- dynamic programming
- back propagation
- missing data
- cross validation
- basis functions
- cost function
- estimation algorithm
- regularization framework
- neural network is trained