Loss Functions for Top-k Error: Analysis and Insights.
Maksim LapinMatthias HeinBernt SchielePublished in: CoRR (2015)
Keyphrases
- error analysis
- loss function
- least squares
- pairwise
- loss minimization
- support vector
- error correction
- query processing
- logistic regression
- learning to rank
- squared error
- risk minimization
- reproducing kernel hilbert space
- hinge loss
- update rules
- convex loss functions
- multi label
- machine learning
- information retrieval systems
- scoring function