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Non-ergodic linear convergence property of the delayed gradient descent under the strongly convexity and the Polyak-Łojasiewicz condition.
Hyung Jun Choi
Woocheol Choi
Jinmyoung Seok
Published in:
CoRR (2023)
Keyphrases
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convergence property
conjugate gradient method
sufficient conditions
cost function
linear systems
objective function
learning algorithm
markov chain
data sets
real world
artificial intelligence
lower bound
state space
linear model
piecewise linear