Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-Sobolev.
Xiao WangQi LeiIoannis PanageasPublished in: CoRR (2020)
Keyphrases
- infinite dimensional
- finite dimensional
- geodesic distance
- riemannian metric
- fisher information
- geometric structure
- initial conditions
- shape space
- hilbert space
- manifold learning
- information geometry
- low dimensional
- geometric properties
- dynamic model
- vector field
- scale space
- high dimensional
- euclidean space
- convex sets
- shape analysis
- convergence rate
- image interpolation
- shape model
- manifold structure
- dynamical systems
- geodesic paths