A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis.
Bertha Guijarro-BerdiñasOscar Fontenla-RomeroBeatriz Pérez-SánchezAmparo Alonso-BetanzosPublished in: ESANN (2008)
Keyphrases
- sensitivity analysis
- neural network
- neural nets
- objective function
- learning process
- prior knowledge
- detection method
- unsupervised learning
- managerial insights
- learning algorithm
- pairwise
- probabilistic model
- support vector machine
- variational inequalities
- learning scheme
- influence diagrams
- special case
- reinforcement learning
- dynamic programming
- training process
- regularized least squares
- genetic algorithm