Regularization of deep neural networks using a novel companion objective function.
Weichen SunFei SuPublished in: ICIP (2015)
Keyphrases
- objective function
- neural network
- regularization term
- penalty term
- pattern recognition
- constrained optimization
- feasible solution
- square loss
- optimization problems
- fuzzy logic
- multi objective
- parameter selection
- artificial neural networks
- linear programming
- prior information
- neural network model
- fuzzy systems
- multi layer
- genetic algorithm
- cost function
- lower bound
- neural nets
- multilayer perceptron
- greedy algorithm
- back propagation
- feed forward
- optimal solution
- energy function
- rule extraction
- line search
- feature selection
- neural learning
- aggregating algorithm