Dependence modelling in ultra high dimensions with vine copulas and the Graphical Lasso.
Dominik MüllerClaudia CzadoPublished in: Comput. Stat. Data Anal. (2019)
Keyphrases
- high dimensions
- dependence structure
- high dimensional data
- high dimensional
- indexing schemes
- variable selection
- high speed
- high dimensional spaces
- sparse representation
- linear regression
- motion estimation
- feature selection
- dimensionality reduction
- poor quality
- model selection
- aggregation functions
- low dimensional
- nearest neighbor
- data analysis
- data structure
- face recognition