Riemannian Algorithms on the Stiefel and the Fixed-Rank Manifold
ContributorsSutti, Marco
DirectorsVandereycken, Bart
Defense date2020-11-24
Abstract
Keywords
- Riemannian manifolds
- Geodesics
- Stiefel manifold
- Nonlinear Gauss–Seidel
- Shooting methods
- Low-rank matrices
- Optimization on manifolds
- Multilevel optimization
- Retraction-based optimization
- Line search
- Roundoff error
Affiliation
Research group
Funding
- Swiss National Science Foundation - 163212
Citation (ISO format)
SUTTI, Marco. Riemannian Algorithms on the Stiefel and the Fixed-Rank Manifold. 2020. doi: 10.13097/archive-ouverte/unige:146438
Main files (1)
Thesis
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Identifiers
- PID : unige:146438
- DOI : 10.13097/archive-ouverte/unige:146438
- URN : urn:nbn:ch:unige-1464385
- Thesis number : Sc. 5514