Online Learning with Composite Loss Functions.
Ofer DekelJian DingTomer KorenYuval PeresPublished in: COLT (2014)
Keyphrases
- loss function
- online learning
- pairwise
- support vector
- logistic regression
- squared error
- empirical risk
- learning to rank
- boosting framework
- loss minimization
- e learning
- reproducing kernel hilbert space
- hinge loss
- update rules
- active learning
- risk minimization
- convex loss functions
- online algorithms
- training samples
- support vector machine
- objective function