Evolving Loss Functions with Multivariate Taylor Polynomial Parameterizations.
Santiago GonzalezRisto MiikkulainenPublished in: CoRR (2020)
Keyphrases
- loss function
- pairwise
- loss minimization
- learning to rank
- logistic regression
- support vector
- empirical risk
- risk minimization
- squared error
- regression model
- learning models
- reproducing kernel hilbert space
- update rules
- pairwise constraints
- multi class
- information retrieval
- convex loss functions
- upper bound
- similarity measure