Tuning regularization via scenario optimization.
Simone FormentinSimone GarattiMarco C. CampiSergio M. SavaresiPublished in: CDC (2017)
Keyphrases
- optimization algorithm
- fine tuning
- global optimization
- optimization process
- multi objective
- optimization problems
- risk minimization
- parameter settings
- optimization methods
- parameter tuning
- parameter optimization
- rule selection
- genetic algorithm
- regularization method
- regularization framework
- stochastic gradient descent
- discrete optimization
- kernel machines
- reproducing kernel hilbert space
- image restoration
- evolutionary algorithm