Frequent Directions: Simple and Deterministic Matrix Sketching

Mina Ghashami, Edo Liberty, Jeff M. Phillips, David P. Woodruff. Frequent Directions: Simple and Deterministic Matrix Sketching. SIAM Journal on Computing, 45(5):1762-1792, 2016. [doi]

@article{GhashamiLPW16,
  title = {Frequent Directions: Simple and Deterministic Matrix Sketching},
  author = {Mina Ghashami and Edo Liberty and Jeff M. Phillips and David P. Woodruff},
  year = {2016},
  doi = {10.1137/15M1009718},
  url = {http://dx.doi.org/10.1137/15M1009718},
  researchr = {https://researchr.org/publication/GhashamiLPW16},
  cites = {0},
  citedby = {0},
  journal = {SIAM Journal on Computing},
  volume = {45},
  number = {5},
  pages = {1762-1792},
}