Sparse Coresets for SVD on Infinite Streams.
Vladimir BravermanDan FeldmanHarry LangDaniela RusAdiel StatmanPublished in: CoRR (2020)
Keyphrases
- singular value decomposition
- data streams
- real time
- low rank approximation
- sparse data
- high dimensional
- sliding window
- sparse representation
- sparse matrix
- least squares
- random projections
- singular values
- compressed sensing
- dimensionality reduction
- dimension reduction
- pattern recognition
- compressive sensing
- stream processing
- information systems
- machine learning