Minimax-optimal semi-supervised regression on unknown manifolds.
Amit MoscovichAriel JaffeBoaz NadlerPublished in: AISTATS (2017)
Keyphrases
- semi supervised
- manifold learning
- worst case
- regression algorithm
- multi view
- semi supervised learning
- regression model
- semi supervised clustering
- supervised learning
- unlabeled data
- arbitrary dimension
- evaluation function
- labeled data
- support vector
- optimal solution
- closed form
- data sets
- linear regression
- piecewise linear
- dynamic programming