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07/12/2020
An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization
Nonnegative matrix factorization (NMF) is a prominent technique for data...
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08/30/2019
PLANC: Parallel Low Rank Approximation with Non-negativity Constraints
We consider the problem of low-rank approximation of massive dense non-n...
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12/03/2018
Programming Strategies for Irregular Algorithms on the Emu Chick
The Emu Chick prototype implements migratory memory-side processing in a...
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09/07/2018