Mina Ghashami

According to our database, Mina Ghashami authored at least 10 papers between 2012 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Low-cost Relevance Generation and Evaluation Metrics for Entity Resolution in AI.

Venkat Varada, Mina Ghashami, Jitesh Mehta, Haotian Jiang, Kurtis Voris

CoRR, 2022

2017

On Frequent Directions, a Streaming Matrix Sketching Algorithm.

Mina Ghashami

PhD thesis, 2017

2016

Improved Practical Matrix Sketching with Guarantees.

Amey Desai, Mina Ghashami, Jeff M. Phillips

IEEE Trans. Knowl. Data Eng., 2016

Frequent Directions: Simple and Deterministic Matrix Sketching.

Mina Ghashami, Edo Liberty, Jeff M. Phillips, David P. Woodruff

SIAM J. Comput., 2016

Efficient Frequent Directions Algorithm for Sparse Matrices.

Mina Ghashami, Edo Liberty, Jeff M. Phillips

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Streaming Kernel Principal Component Analysis.

Mina Ghashami, Daniel J. Perry, Jeff M. Phillips

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Binary Coding in Stream.

Mina Ghashami, Amirali Abdullah

CoRR, 2015

2014

Continuous Matrix Approximation on Distributed Data.

Mina Ghashami, Jeff M. Phillips, Feifei Li

Proc. VLDB Endow., 2014

Relative Errors for Deterministic Low-Rank Matrix Approximations.

Mina Ghashami, Jeff M. Phillips

Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, 2014

2012

DLPR: A Distributed Locality Preserving Dimension Reduction Algorithm.

Mina Ghashami, Hoda Mashayekhi, Jafar Habibi

Proceedings of the Internet and Distributed Computing Systems, 2012