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

Angelia Nedic Alex Olshevsky

Published in: CoRR (2014)

Keyphrases

directed graph
stochastic gradient
convex functions
random walk
dc programming
linear program
objective function
convex sets
nearest neighbor classifier
piecewise linear
stochastic gradient descent
primal dual
linear programming
step size
machine learning
state space