Towards Singular Value Decomposition for Rank-Deficient Matrices: An Efficient and Accurate Algorithm on GPU Architectures

Lu Shi, Weiwei Xu, Shaoshuai Zhang. Towards Singular Value Decomposition for Rank-Deficient Matrices: An Efficient and Accurate Algorithm on GPU Architectures. In Tony Hosking, Madan Musuvathi, Kenjiro Taura, editors, Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP 2026, Sydney, NSW, Australia, 31 January 2026 - 4 February 2026. pages 648-659, ACM, 2026. [doi]

Abstract

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