A parametric family of Bayesian estimators for non-standard loss functions.
Stefan UhlichBin YangPublished in: EUSIPCO (2010)
Keyphrases
- loss function
- parametric family
- logistic regression
- pairwise
- squared error
- loss minimization
- risk minimization
- support vector
- convex loss functions
- learning to rank
- empirical risk
- feature selection
- optimal solution
- boosting algorithms
- update rules
- pairwise constraints
- reproducing kernel hilbert space
- naive bayes
- bayesian networks