Optimizing Text Quantifiers for Multivariate Loss Functions.
Andrea EsuliFabrizio SebastianiPublished in: CoRR (2015)
Keyphrases
- loss function
- support vector
- pairwise
- squared error
- learning to rank
- loss minimization
- logistic regression
- risk minimization
- text mining
- reproducing kernel hilbert space
- information retrieval
- hinge loss
- pairwise constraints
- natural language
- empirical risk
- update rules
- convex loss functions
- support vector machine
- learning algorithm