An Efficient Batch Solver for the Singular Value Decomposition on GPUs

Ahmad Abdelfattah, Massimiliano Fasi

The singular value decomposition (SVD) is a powerful tool in modern numerical linear algebra, which underpins computational methods such as principal component analysis (PCA), low-…