Mina Ghashami

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 11

Top Topics

Principal Component Analysis

Sparse Matrices

Matrix Approximation

Top Venues

Proc. VLDB Endow.

Publications

Mina Ghashami, Soumya Smruti Mishra
AmazUtah_NLP at SemEval-2024 Task 9: A MultiChoice Question Answering System for Commonsense Defying Reasoning. CoRR (2024)
Venkat Varada, Mina Ghashami, Jitesh Mehta, Haotian Jiang, Kurtis Voris
Low-cost Relevance Generation and Evaluation Metrics for Entity Resolution in AI. CoRR (2022)
Mina Ghashami, Edo Liberty, Jeff M. Phillips
Efficient Frequent Directions Algorithm for Sparse Matrices. KDD (2016)
Mina Ghashami, Edo Liberty, Jeff M. Phillips, David P. Woodruff
Frequent Directions: Simple and Deterministic Matrix Sketching. SIAM J. Comput. 45 (5) (2016)
Amey Desai, Mina Ghashami, Jeff M. Phillips
Improved Practical Matrix Sketching with Guarantees. IEEE Trans. Knowl. Data Eng. 28 (7) (2016)
Mina Ghashami, Daniel J. Perry, Jeff M. Phillips
Streaming Kernel Principal Component Analysis. AISTATS (2016)
Mina Ghashami, Edo Liberty, Jeff M. Phillips
Efficient Frequent Directions Algorithm for Sparse Matrices. CoRR (2016)
Mina Ghashami, Amirali Abdullah
Binary Coding in Stream. CoRR (2015)
Mina Ghashami, Daniel J. Perry, Jeff M. Phillips
Streaming Kernel Principal Component Analysis. CoRR (2015)
Mina Ghashami, Edo Liberty, Jeff M. Phillips, David P. Woodruff
Frequent Directions : Simple and Deterministic Matrix Sketching. CoRR (2015)
Amey Desai, Mina Ghashami, Jeff M. Phillips
Improved Practical Matrix Sketching with Guarantees. CoRR (2015)
Mina Ghashami, Amey Desai, Jeff M. Phillips
Improved Practical Matrix Sketching with Guarantees. ESA (2014)
Mina Ghashami, Jeff M. Phillips, Feifei Li
Continuous Matrix Approximation on Distributed Data. Proc. VLDB Endow. 7 (10) (2014)
Mina Ghashami, Jeff M. Phillips, Feifei Li
Continuous Matrix Approximation on Distributed Data. CoRR (2014)
Mina Ghashami, Jeff M. Phillips
Relative Errors for Deterministic Low-Rank Matrix Approximations. SODA (2014)
Mina Ghashami, Jeff M. Phillips
Relative Errors for Deterministic Low-Rank Matrix Approximations. CoRR (2013)
Mina Ghashami, Hoda Mashayekhi, Jafar Habibi
DLPR: A Distributed Locality Preserving Dimension Reduction Algorithm. IDCS (2012)