Finding the needle in high-dimensional haystack: A tutorial on canonical correlation analysis.
Hao-Ting WangJonathan SmallwoodJanaina Mourão MirandaCedric Huchuan XiaTheodore D. SatterthwaiteDanielle S. BassettDanilo BzdokPublished in: CoRR (2018)
Keyphrases
- canonical correlation analysis
- high dimensional
- multivariate statistical
- canonical correlations
- least squares
- partial least squares
- equivalence relationship
- low dimensional
- nonlinear kernel
- dimensionality reduction
- data points
- data sets
- high dimensional data
- similarity search
- dimension reduction
- nearest neighbor
- text mining
- computer vision
- neural network