The Fundamental Nature of the Log Loss Function.
Vladimir VovkPublished in: Fields of Logic and Computation II (2015)
Keyphrases
- loss function
- pairwise
- support vector
- learning to rank
- logistic regression
- reproducing kernel hilbert space
- empirical risk
- stochastic gradient descent
- risk minimization
- hinge loss
- boosting algorithms
- regularization term
- machine learning
- loss minimization
- convex loss functions
- solution path
- graphical models
- boosting framework
- gradient boosting