Decoupled low-rank iterative methods for a large-scale system of nonlinear matrix equations arising from electron transport of nano materials.
Ning DongBo YuZhao-Yun MengPublished in: J. Comput. Appl. Math. (2021)
Keyphrases
- low rank
- iterative methods
- high order
- singular value decomposition
- low rank matrix
- linear combination
- matrix factorization
- missing data
- convex optimization
- matrix decomposition
- rank minimization
- trace norm
- matrix completion
- carbon nanotubes
- factorization methods
- constrained optimization
- computationally expensive
- data matrix
- linear systems
- high dimensional data
- singular values
- kernel matrix
- neural model
- semi supervised
- iterative algorithms
- low rank and sparse
- low rank approximation
- higher order
- low rank matrices
- nuclear norm
- data sets
- robust principal component analysis
- affinity matrix
- collaborative filtering
- pairwise
- high dimensional
- least squares
- denoising
- dimensionality reduction
- mathematical model
- image reconstruction