A simplified convergence theory for Byzantine resilient stochastic gradient descent.

Lindon Roberts Edward Smyth

Published in: CoRR (2022)

Keyphrases

stochastic gradient descent
loss function
step size
least squares
convergence rate
matrix factorization
convergence speed
random forests
online algorithms
machine learning
small number