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Accelerating Stochastic Gradient Descent Based Matrix Factorization on FPGA.
Shijie Zhou
Rajgopal Kannan
Viktor K. Prasanna
Published in:
IEEE Trans. Parallel Distributed Syst. (2020)
Keyphrases
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stochastic gradient descent
matrix factorization
collaborative filtering
recommender systems
low rank
missing data
negative matrix factorization
nonnegative matrix factorization
image processing
least squares
small number