Are Loss Functions All the Same?.
Lorenzo RosascoErnesto De VitoAndrea CaponnettoMichele PianaAlessandro VerriPublished in: Neural Comput. (2004)
Keyphrases
- loss function
- pairwise
- support vector
- logistic regression
- risk minimization
- empirical risk
- loss minimization
- squared error
- reproducing kernel hilbert space
- hinge loss
- learning to rank
- convex loss functions
- information retrieval
- learning models
- real valued
- learning theory
- boosting framework
- learning to rank algorithms