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Batched QR and SVD algorithms on GPUs with applications in hierarchical matrix compression.
Wajih Halim Boukaram
George Turkiyyah
Hatem Ltaief
David E. Keyes
Published in:
Parallel Comput. (2018)
Keyphrases
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singular value decomposition
learning algorithm
computationally efficient
theoretical analysis
data compression
error correction
linear algebra
optimal solution
computational complexity
least squares
general purpose
data reduction
data sets
times faster
singular values