Learning Rates for Stochastic Gradient Descent With Nonconvex Objectives.

Yunwen Lei Ke Tang

Published in: IEEE Trans. Pattern Anal. Mach. Intell. (2021)

Keyphrases

learning rate
stochastic gradient descent
weight vector
step size
convergence rate
convergence speed
learning algorithm
least squares
loss function
matrix factorization
objective function
random forests
global optimization
support vector machine
linear combination
machine learning
low rank
feature selection