DLPR: A Distributed Locality Preserving Dimension Reduction Algorithm. - Mina Ghashami; Hoda Mashayekhi; Jafar Habibi (IDCS, 2012)

Relative Errors for Deterministic Low-Rank Matrix Approximations. - Mina Ghashami; Jeff M. Phillips (SODA, 2014)

Continuous Matrix Approximation on Distributed Data. - Mina Ghashami; Jeff M. Phillips; Feifei Li 001 (Proc. VLDB Endow., 2014)

Binary Coding in Stream. - Mina Ghashami; Amirali Abdullah (CoRR, 2015)

Streaming Kernel Principal Component Analysis. - Mina Ghashami; Daniel J. Perry; Jeff M. Phillips (AISTATS, 2016)

Efficient Frequent Directions Algorithm for Sparse Matrices. - Mina Ghashami; Edo Liberty; Jeff M. Phillips (KDD, 2016)

Frequent Directions: Simple and Deterministic Matrix Sketching. - Mina Ghashami; Edo Liberty; Jeff M. Phillips; David P. Woodruff (SIAM J. Comput., 2016)

Improved Practical Matrix Sketching with Guarantees. - Amey Desai; Mina Ghashami; Jeff M. Phillips (IEEE Trans. Knowl. Data Eng., 2016)

On Frequent Directions, a Streaming Matrix Sketching Algorithm. - Mina Ghashami (2017)

Low-cost Relevance Generation and Evaluation Metrics for Entity Resolution in AI. - Venkat Varada; Mina Ghashami; Jitesh Mehta; Haotian Jiang; Kurtis Voris (CoRR, 2022)

AmazUtah_NLP at SemEval-2024 Task 9: A MultiChoice Question Answering System for Commonsense Defying Reasoning. - Soumya Smruti Mishra; Mina Ghashami (SemEval@NAACL, 2024)

HLogformer: A Hierarchical Transformer for Representing Log Data. - Zhichao Hou; Mina Ghashami; Mikhail Kuznetsov; MohamadAli Torkamani (CoRR, 2024)

Enhancing Security Control Production With Generative AI. - Chen Ling; Mina Ghashami; Vianne R. Gao; Ali Torkamani; Ruslan Vaulin; Nivedita Mangam; Bhavya Jain; Farhan Diwan; Malini SS; Mingrui Cheng; Shreya Tarur Kumar; Felix Candelario (CoRR, 2024)