Mina Ghashami
Mina Ghashami
Ph.D. student of Computer Science, University of Utah
Verified email at cs.utah.edu - Homepage
Title
Cited by
Cited by
Year
Frequent directions: Simple and deterministic matrix sketching
M Ghashami, E Liberty, JM Phillips, DP Woodruff
SIAM Journal on Computing 45 (5), 1762-1792, 2016
1102016
Relative errors for deterministic low-rank matrix approximations
M Ghashami, JM Phillips
Proceedings of the twenty-fifth annual ACM-SIAM symposium on Discrete …, 2014
762014
Streaming kernel principal component analysis
M Ghashami, DJ Perry, J Phillips
Artificial intelligence and statistics, 1365-1374, 2016
312016
Efficient frequent directions algorithm for sparse matrices
M Ghashami, E Liberty, JM Phillips
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
302016
Improved practical matrix sketching with guarantees
A Desai, M Ghashami, JM Phillips
IEEE Transactions on Knowledge and Data Engineering 28 (7), 1678-1690, 2016
232016
Improved practical matrix sketching with guarantees
M Ghashami, A Desai, JM Phillips
European Symposium on Algorithms, 467-479, 2014
142014
Continuous matrix approximation on distributed data
M Ghashami, JM Phillips, F Li
arXiv preprint arXiv:1404.7571, 2014
102014
Edo Liberty, Jeff M
M Ghashami
Phillips, and David P. Woodruff. Frequent directions: Simple and …, 2015
72015
binary coding in stream
M Ghashami, A Abdullah
http://arxiv.org/pdf/1503.06271v1.pdf, 2015
72015
On Frequent Directions, A Streaming Matrix Sketching Algorithm
M Ghashami
The University of Utah, 2017
2017
DLPR: a distributed locality preserving dimension reduction algorithm
M Ghashami, H Mashayekhi, J Habibi
International Conference on Internet and Distributed Computing Systems, 97-110, 2012
2012
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Articles 1–11