MixUp as Locally Linear Out-of-Manifold Regularization.
Hongyu GuoYongyi MaoRichong ZhangPublished in: AAAI (2019)
Keyphrases
- locally linear
- manifold regularization
- semi supervised learning
- semi supervised
- metric learning
- dimension reduction
- linear combination
- unlabeled data
- highly nonlinear
- low dimensional
- linear classifiers
- labeled data
- unsupervised learning
- pairwise
- supervised learning
- multi class
- dimensionality reduction
- reproducing kernel hilbert space