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Iteration and Stochastic First-order Oracle Complexities of Stochastic Gradient Descent using Constant and Decaying Learning Rates.
Kento Imaizumi
Hideaki Iiduka
Published in:
CoRR (2024)
Keyphrases
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stochastic gradient descent
learning rate
weight vector
convergence rate
learning algorithm
convergence speed
monte carlo
step size
least squares
matrix factorization
online algorithms
objective function
support vector machine
random forests