Augment on Manifold: Mixup Regularization with UMAP.
Yousef El-LahamElizabeth FonsDillon DaudertSvitlana VyetrenkoPublished in: CoRR (2023)
Keyphrases
- projection operator
- manifold regularization
- graph laplacian
- manifold learning
- euclidean space
- regularization parameter
- prior information
- information geometry
- geometric structure
- data sets
- high dimensional
- regularization method
- low dimensional
- riemannian manifolds
- pairwise
- tangent space
- graph embedding
- manifold structure
- parameter selection
- geodesic distance
- semi supervised learning
- kernel function
- parameter space