Matérn Gaussian Processes on Riemannian Manifolds.
Viacheslav BorovitskiyAlexander TereninPeter MostowskyMarc Peter DeisenrothPublished in: NeurIPS (2020)
Keyphrases
- gaussian processes
- riemannian manifolds
- euclidean space
- metric space
- gaussian process
- reproducing kernel hilbert space
- vector space
- mean shift
- multi task learning
- parameter space
- feature space
- multi task
- geometric structure
- manifold learning
- hyperparameters
- model selection
- nearest neighbor
- covariance matrices
- shape analysis
- higher order
- semi supervised
- machine learning