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cs.AR2024
GUST: Graph Edge-Coloring Utilization for Accelerating Sparse Matrix Vector Multiplication
Armin Gerami, Bahar Asgari
Sparse matrix-vector multiplication (SpMV) plays a vital role in various scientific and engineering fields, from scientific computing to machine learning. Traditional general-purpo…
cs.LG2024★ 2 cited
FAST: Factorizable Attention for Speeding up Transformers
Armin Gerami, Monte Hoover, Pranav S. Dulepet +1
Motivated by the factorization inherent in the original fast multipole method and the improved fast Gauss transform we introduce a factorable form of attention that operates effici…