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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:
NeurIPS (2019)
Keyphrases
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convergence rate
line search
stochastic gradient
step size
stochastic gradient descent
convergence speed
global convergence
primal dual
learning rate
conjugate gradient
global optimum
feature vectors
neural network
feature selection