3 papers
cs.DC2025
Is Sparse Matrix Reordering Effective for Sparse Matrix-Vector Multiplication?
Omid Asudeh, Sina Mahdipour Saravani, Gerald Sabin +2
This work evaluates the impact of sparse matrix reordering on the performance of sparse matrix-vector multiplication across different multicore CPU platforms. Reordering can signif…
cs.CL2024
An Empirical Investigation of Matrix Factorization Methods for Pre-trained Transformers
Ashim Gupta, Sina Mahdipour Saravani, P. Sadayappan +1
The increasing size of transformer-based models in NLP makes the question of compressing them important. In this work, we present a comprehensive analysis of factorization based mo…
cs.LG2022
Automated Code Extraction from Discussion Board Text Dataset
Sina Mahdipour Saravani, Sadaf Ghaffari, Yanye Luther +2
This study introduces and investigates the capabilities of three different text mining approaches, namely Latent Semantic Analysis, Latent Dirichlet Analysis, and Clustering Word V…