Selecting the rank of SVD by Maximum Approximation Capacity
Mario FrankJoachim M. BuhmannPublished in: CoRR (2011)
Keyphrases
- singular value decomposition
- low rank approximation
- singular values
- singular vectors
- approximation error
- least squares
- dimensionality reduction
- rank aggregation
- error bounds
- spectral clustering
- approximation algorithms
- maximum number
- ranked list
- maximum error
- approximation ratio
- data sets
- genetic algorithm
- information retrieval