FASTCF: FPGA-based Accelerator for STochastic-Gradient-Descent-based Collaborative Filtering.

Shijie Zhou Rajgopal Kannan Yu Min Viktor K. Prasanna

Published in: FPGA (2018)

Keyphrases

stochastic gradient descent
matrix factorization
collaborative filtering
field programmable gate array
recommender systems
low rank
least squares
step size
missing data
transfer learning
online learning