Single-Pass Nyström Approximation in Mixed Precision.
Erin C. CarsonIeva DauzickaitePublished in: SIAM J. Matrix Anal. Appl. (2024)
Keyphrases
- single pass
- low rank matrix approximation
- theoretical analysis
- error tolerance
- spectral clustering
- high precision
- highly parallel
- precision and recall
- approximation methods
- approximation algorithms
- regression forests
- manifold learning
- error bounds
- closed form
- approximation error
- stream mining
- worst case
- matrix approximation
- least squares