A Nonlinear Hierarchical Model for Longitudinal Data on Manifolds.
Martin HanikHans-Christian HegeChristoph von TycowiczPublished in: ISBI (2022)
Keyphrases
- hierarchical model
- principal curves
- hierarchical models
- locally linear
- latent variables
- human body
- low dimensional manifolds
- high dimensional
- manifold embedding
- manifold learning
- euclidean space
- latent space
- highly nonlinear
- low dimensional
- feature space
- data sets
- piecewise linear
- riemannian manifolds
- intrinsic dimensionality
- high dimensional data