Schatten Norms in Matrix Streams: Hello Sparsity, Goodbye Dimension.
Vladimir BravermanRobert KrauthgamerAditya KrishnanRoi SinoffPublished in: CoRR (2019)
Keyphrases
- sparsity inducing
- data streams
- sparse representation
- variable selection
- orthogonal matrices
- singular value decomposition
- high dimensional
- multi dimensional
- sparsity constraints
- structured sparsity
- multi agent systems
- covariance matrix
- similarity matrix
- linear algebra
- positive definite
- temporal dimension
- tensor factorization
- matrix representation
- multiple dimensions
- real time