Robust biclustering by sparse singular value decomposition incorporating stability selection.
Martin SillSebastian KaiserAxel BennerAnnette Kopp-SchneiderPublished in: Bioinform. (2011)
Keyphrases
- singular value decomposition
- low rank matrix
- low rank
- low rank approximation
- least squares
- singular vectors
- singular values
- low rank matrices
- rank minimization
- latent semantic indexing
- dimensionality reduction
- dimension reduction
- data sets
- matrix factorization
- principal component analysis
- data matrix
- convex optimization
- high dimensional
- tensor factorization
- measurement matrix