Randomized CUR Decomposition
A Matlab function
implementing the CUR decomposition method described in
this paper.
[Download]
(CUR matrix
decompositions for improved data analysis)
Deterministic CUR Decomposition
A
Matlab function
implementing the CUR decomposition method described in
this paper.
[Download]
(A theory of pseudoskeleton approximations)
Nonnegative Double Singular Value Decomposition (NNDSVD)
A Matlab function implementing an initialization method for Nonnegative
Matrix Factorization
algorithms. [Download]
(SVD-based
initialization: A head start on nonnegative matrix factorization
[pdf])
