Sequentially scaling Jacobian matrices using row then column norm aggregation.
Jeffrey Dean KellyPublished in: Comput. Chem. Eng. (2013)
Keyphrases
- data matrix
- singular value decomposition
- rows and columns
- binary matrix
- binary matrices
- low rank approximation
- low rank
- matrix factorization
- low rank matrices
- original data
- missing values
- gene expression data
- frobenius norm
- block diagonal
- least squares
- nonnegative matrix factorization
- vector field
- reconstruction error
- singular values
- dimensionality reduction
- matrix representation
- sparse matrix
- microarray
- neural network
- low rank matrix
- barcode
- social norms
- linear equations
- high dimensional data
- kernel function
- linear combination
- objective function