3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.DS2016
Efficient Frequent Directions Algorithm for Sparse Matrices
Mina Ghashami, Edo Liberty, Jeff M. Phillips
This paper describes Sparse Frequent Directions, a variant of Frequent Directions for sketching sparse matrices. It resembles the original algorithm in many ways: both receive the…
cs.DS2015★ 3 cited
Binary Coding in Stream
Mina Ghashami, Amirali Abdullah
Big data is becoming ever more ubiquitous, ranging over massive video repositories, document corpuses, image sets and Internet routing history. Proximity search and clustering are…