Improved Detection of Correlated Signals in Low-Rank-Plus-Noise Type Data Sets Using Informative Canonical Correlation Analysis (ICCA).
Nicholas AsendorfRaj Rao NadakuditiPublished in: IEEE Trans. Inf. Theory (2017)
Keyphrases
- low rank
- canonical correlation analysis
- missing data
- data sets
- high dimensional data
- convex optimization
- matrix factorization
- linear combination
- matrix completion
- singular value decomposition
- least squares
- dimensionality reduction methods
- object detection
- partial least squares
- dimensionality reduction
- semi supervised
- high order
- missing values
- computer vision
- singular values
- independent component analysis
- low dimensional
- training set
- pattern recognition
- training data
- original data
- data points
- image sequences