Weston-Watkins Hinge Loss and Ordered Partitions.
Yutong WangClayton D. ScottPublished in: CoRR (2020)
Keyphrases
- hinge loss
- loss function
- risk minimization
- potential functions
- convex optimization
- soft margin
- line search
- reproducing kernel hilbert space
- binary classification
- multi class
- decision boundary
- clustering algorithm
- boosting algorithms
- pairwise
- pairwise constraints
- support vector
- maximum entropy
- markov random field
- generalization ability
- step size
- exact inference
- kernel methods
- support vector machine
- parameter selection
- random fields
- training set