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Consistent Lock-free Parallel Stochastic Gradient Descent for Fast and Stable Convergence.
Karl Bäckström
Ivan Walulya
Marina Papatriantafilou
Philippas Tsigas
Published in:
IPDPS (2021)
Keyphrases
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stochastic gradient descent
step size
convergence rate
matrix factorization
least squares
loss function
convergence speed
random forests
online algorithms
cost function
weight vector
iterative algorithms
image sequences
optimal solution
worst case
multiple kernel learning