Minimax rates for estimating the dimension of a manifold.
Jisu KimAlessandro RinaldoLarry A. WassermanPublished in: J. Comput. Geom. (2019)
Keyphrases
- lower dimension
- high dimension
- low dimensional
- neural network
- fisher information
- nonlinear dimensionality reduction
- rigid body
- euclidean space
- manifold learning
- worst case
- high dimensional
- data sets
- geodesic distance
- game tree
- feature space
- similarity measure
- imperfect information
- face recognition
- riemannian metric
- intrinsic dimension
- neyman pearson
- false positive and false negative