Information geometry and data manifold representations
ContributorsSun, Ke
DirectorsMarchand-Maillet, Stéphane
Defense date2015-12-17
Abstract
Keywords
- Machine Learning
- Information Geometry
- Dimensionality Reduction
- Data Visualization
- Mixture Modelling
- Sparsity
- Minimum Description Length
- Manifold Learning
- Density Estimation
Affiliation entities
Research groups
Citation (ISO format)
SUN, Ke. Information geometry and data manifold representations. Doctoral Thesis, 2015. doi: 10.13097/archive-ouverte/unige:80017
Main files (1)
Thesis
Identifiers
- PID : unige:80017
- DOI : 10.13097/archive-ouverte/unige:80017
- URN : urn:nbn:ch:unige-800173
- Thesis number : Sc. 4877