Weston-Watkins Hinge Loss and Ordered Partitions.
Yutong WangClayton ScottPublished in: NeurIPS (2020)
Keyphrases
- hinge loss
- loss function
- risk minimization
- potential functions
- convex optimization
- line search
- pairwise constraints
- reproducing kernel hilbert space
- binary classification
- decision boundary
- multi class
- soft margin
- clustering algorithm
- pairwise
- semi supervised
- boosting algorithms
- learning theory
- support vector
- quadratic programming
- support vector machine
- special case
- exact inference
- limited memory
- conjugate gradient
- feature vectors