Frequent directions: Simple and deterministic matrix sketching M Ghashami, E Liberty, JM Phillips, DP Woodruff SIAM Journal on Computing 45 (5), 1762-1792, 2016 | 175 | 2016 |
Relative errors for deterministic low-rank matrix approximations M Ghashami, JM Phillips Proceedings of the twenty-fifth annual ACM-SIAM symposium on Discrete …, 2014 | 90 | 2014 |
Streaming kernel principal component analysis M Ghashami, DJ Perry, J Phillips Artificial intelligence and statistics, 1365-1374, 2016 | 52 | 2016 |
Efficient frequent directions algorithm for sparse matrices M Ghashami, E Liberty, JM Phillips Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016 | 39 | 2016 |
Improved practical matrix sketching with guarantees A Desai, M Ghashami, JM Phillips IEEE Transactions on Knowledge and Data Engineering 28 (7), 1678-1690, 2016 | 28 | 2016 |
Improved practical matrix sketching with guarantees M Ghashami, A Desai, JM Phillips European symposium on algorithms, 467-479, 2014 | 18 | 2014 |
Continuous matrix approximation on distributed data M Ghashami, JM Phillips, F Li arXiv preprint arXiv:1404.7571, 2014 | 11 | 2014 |
Edo Liberty, Jeff M M Ghashami Phillips, and David P. Woodruff. Frequent directions: Simple and …, 2015 | 10 | 2015 |
binary coding in stream M Ghashami, A Abdullah http://arxiv.org/pdf/1503.06271v1.pdf, 2015 | 9 | 2015 |
Low-cost Relevance Generation and Evaluation Metrics for Entity Resolution in AI V Varada, M Ghashami, J Mehta, H Jiang, K Voris arXiv preprint arXiv:2205.10298, 2022 | | 2022 |
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 Internet and Distributed Computing Systems: 5th International Conference …, 2012 | | 2012 |