Online Learning with Pairwise Loss Functions
Yuyang WangRoni KhardonDmitry PechyonyRosie JonesPublished in: CoRR (2013)
Keyphrases
- loss function
- online learning
- pairwise
- logistic regression
- squared error
- e learning
- learning to rank
- active learning
- loss minimization
- higher order
- semi supervised
- markov random field
- pairwise classification
- boosting algorithms
- hinge loss
- search engine
- convex loss functions
- pairwise constraints
- spectral clustering
- belief propagation
- multi class
- risk minimization
- reproducing kernel hilbert space