Misalignment problem in matrix decomposition with missing values.
Sofia FernandesMário AntunesDiogo GomesRui L. AguiarPublished in: Mach. Learn. (2021)
Keyphrases
- missing values
- matrix decomposition
- data matrix
- low rank
- missing data
- nonnegative matrix factorization
- incomplete data
- high dimensional data
- low rank matrix
- rows and columns
- matrix factorization
- singular value decomposition
- singular values
- linear combination
- kernel matrix
- least squares
- gene expression data
- machine learning
- active learning
- data analysis
- image processing