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Global Convergence Analysis of Local SGD for Two-layer Neural Network without Overparameterization.
Yajie Bao
Amarda Shehu
Mingrui Liu
Published in:
NeurIPS (2023)
Keyphrases
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convergence analysis
neural network
global convergence
optimality conditions
artificial neural networks
newton method
convergence rate
search space
cost function
back propagation
fixed point
approximation methods
stochastic gradient descent