Singular value decomposition and low-rank approximation
4 methods in the atlas attack this one problem. They are rivals: each wins something the others do not.
Phrasings that mean this problem
Singular value decompositionHigh-accuracy SVDLow-rank approximationStreaming matrix sketching
numerical
- Golub-Reinsch SVDstandalonecanonnumerical
- Jacobi SVDOne-sided rotationsspecialistnumerical
- Randomized SVDRandom range projectionstandardnumerical
probabilistic-streaming
- Frequent directionsstandalonespecialistprobabilistic-streaming