Empirically explaining SGD from a line search perspective.

Maximus Mutschler Andreas Zell

Published in: CoRR (2021)

Keyphrases

line search
step size
quadratic programming
conjugate gradient
objective function
global convergence
convergence rate
primal dual
risk minimization
linear program
cost function
optimization procedure
linear programming
parameter estimation
learning problems