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Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates.
Sharan Vaswani
Aaron Mishkin
Issam H. Laradji
Mark Schmidt
Gauthier Gidel
Simon Lacoste-Julien
Published in:
CoRR (2019)
Keyphrases
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stochastic gradient
convergence rate
line search
step size
stochastic gradient descent
convergence speed
learning rate
global convergence
conjugate gradient
primal dual
global optimum
neural network
machine learning
pairwise
evolutionary algorithm
optimal solution
genetic algorithm