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Convergence in High Probability of Distributed Stochastic Gradient Descent Algorithms.
Kaihong Lu
Hongxia Wang
Huanshui Zhang
Long Wang
Published in:
IEEE Trans. Autom. Control. (2024)
Keyphrases
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stochastic gradient descent
worst case
convergence rate
loss function
probability distribution
online algorithms
machine learning
learning algorithm
prediction accuracy
logistic regression
convergence speed
average case
early stopping