7 citations · 10 across the 3 of their papers we have counts for
3 papers
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…
cs.DS2015★ 7 cited
Sketching, Embedding, and Dimensionality Reduction for Information Spaces
Amirali Abdullah, Ravi Kumar, Andrew McGregor +2
Information distances like the Hellinger distance and the Jensen-Shannon divergence have deep roots in information theory and machine learning. They are used extensively in data an…
cs.CG2013
Range Counting Coresets for Uncertain Data
Amirali Abdullah, Samira Daruki, Jeff M. Phillips
We study coresets for various types of range counting queries on uncertain data. In our model each uncertain point has a probability density describing its location, sometimes defi…