Stochastic Gradient Descent with Exponential Convergence Rates of Expected Classification Errors.

Atsushi Nitanda Taiji Suzuki

Published in: CoRR (2018)

Keyphrases

convergence rate
stochastic gradient descent
step size
classification error
convergence speed
learning rate
training set
class labels
generalization error
training samples
matrix factorization
least squares
weight vector
loss function
base classifiers
random forests
closed form