Stochastic Gradient-Push for Strongly Convex Functions on Time-Varying Directed Graphs.

Angelia Nedic Alex Olshevsky

Published in: IEEE Trans. Autom. Control. (2016)

Keyphrases

directed graph
stochastic gradient
convex functions
random walk
dc programming
piecewise linear
objective function
nearest neighbor classifier
stochastic gradient descent
linear program
convex sets
primal dual
convex optimization
step size
data points
multiresolution
lower bound
optimal solution
machine learning