Pairwise Supervision Can Provably Elicit a Decision Boundary.
Han BaoTakuya ShimadaLiyuan XuIssei SatoMasashi SugiyamaPublished in: AISTATS (2022)
Keyphrases
- decision boundary
- pairwise
- pairwise constraints
- pattern classification
- training samples
- support vector machine
- hyperplane
- nearest neighbor
- linear classifiers
- training set
- data distribution
- data points
- multi class
- markov random field
- kernel function
- semi supervised
- support vectors
- similarity measure
- unlabeled data
- active learning
- base classifiers
- svm classifier
- feature extraction
- support vector
- data structure