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Tiffany Fan, David I. Shuman, Shashanka Ubaru and Yousef Saad
We propose and investigate two new methods to approximate ??(??)??
f
(
A
)
b
for large, sparse, Hermitian matrices ??
A
. Computations of this form play an important role in numerous signal processing and machine learning tasks. The main idea behind bot...
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Yan-Ling Hu, Lichun Zhang, David Shuman, Bryan D. Huey, Mark Aindow
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Prabir K. Roy, Simon S. Yu, Enrique Henestroza, Shmuel Eylon, Derek B. Shuman, Jozsef Ludvig, Frank M. Bieniosek, William L. Waldron, Wayne G. Greenway, David L. Vanecek, Ryan Hannink, and Monserrat Amezcua
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