An Oracle Inequality for Clipped Regularized Risk Minimizers.
Ingo SteinwartDon R. HushClint ScovelPublished in: NIPS (2006)
Keyphrases
- regularization method
- risk management
- sufficient conditions
- risk measures
- objective function
- decision making
- oracle database
- high risk
- minimum risk
- risk analysis
- risk factors
- risk assessment
- image restoration
- least squares
- regularization parameter
- database administrators
- inverse problems
- portfolio management
- regularized least squares
- risk minimization
- expected error
- lower bound
- information systems