How To Make the Gradients Small Stochastically: Even Faster Convex and Nonconvex SGD.

Zeyuan Allen-Zhu

Published in: NeurIPS (2018)

Keyphrases

convex optimization
small number
optimization problems
global optimization
objective function
lower bound
quadratic optimization problems
support vector machine
linear programming
piecewise linear
convex functions
gradient information