Regularized Principal Manifolds.
Alexander J. SmolaSebastian MikaBernhard SchölkopfRobert C. WilliamsonPublished in: J. Mach. Learn. Res. (2001)
Keyphrases
- manifold learning
- least squares
- cell complexes
- high dimensional
- euclidean space
- arbitrary dimension
- total least squares
- risk minimization
- computer vision
- regularized least squares
- objective function
- low dimensional
- manifold alignment
- endoscopic video
- neural network
- low dimensional manifolds
- locally linear
- regularization method
- geometric structure
- low rank
- linear combination