A Global Newton Method for the Nonsmooth Vector Fields on Riemannian Manifolds.
Fabiana R. de OliveiraFabrícia R. OliveiraPublished in: J. Optim. Theory Appl. (2021)
Keyphrases
- newton method
- vector field
- riemannian manifolds
- convergence analysis
- linear equations
- regularized least squares
- optimality conditions
- variational inequalities
- euclidean space
- reproducing kernel hilbert space
- linear svm
- optical flow
- global convergence
- vector space
- geometric structure
- parameter space
- data dependent
- machine learning
- special case
- high dimensional
- pairwise
- computer vision