An empirical comparison of sampling techniques for matrix column subset selection.
Yining WangAarti SinghPublished in: Allerton (2015)
Keyphrases
- subset selection
- rows and columns
- feature selection
- data matrix
- binary matrix
- hill climbing
- monte carlo
- binary matrices
- random sampling
- sampling methods
- singular value decomposition
- sampling algorithm
- sampling strategy
- sample size
- low rank
- matrix factorization
- gene expression data
- neural network
- row column
- low rank approximation
- sampled data
- sampling rate
- genetic algorithm