Minimax-optimal semi-supervised regression on unknown manifolds.
Amit MoscovichAriel JaffeBoaz NadlerPublished in: CoRR (2016)
Keyphrases
- semi supervised
- worst case
- manifold learning
- semi supervised learning
- regression algorithm
- high dimensional
- locally linear
- neural network
- optimal solution
- lower bound
- semi supervised classification
- closed form
- cross validated
- optimal strategy
- labeled data
- unsupervised learning
- low dimensional
- dynamic programming
- feature space