Compressing Rank-Structured Matrices via Randomized Sampling.

Per-Gunnar Martinsson

Published in: SIAM J. Sci. Comput. (2016)

Keyphrases

low rank approximation
singular values
singular value decomposition
data compression
random sampling
monte carlo
low rank
sampling algorithm
rank aggregation
real world
information retrieval
image reconstruction
spectral clustering
kernel matrix
scoring function
sampling methods