Convergence diagnostics for stochastic gradient descent with constant step size.

Jerry Chee Panos Toulis

Published in: CoRR (2017)

Keyphrases

step size
stochastic gradient descent
convergence rate
convergence speed
variable step size
cost function
differential evolution
learning rate
least squares
learning algorithm
feature selection
image processing
decision trees
evolutionary algorithm
particle swarm optimization
pso algorithm