Distributed Subgradient Methods for Convex Optimization Over Random Networks.

Ilan Lobel Asuman E. Ozdaglar

Published in: IEEE Trans. Autom. Control. (2011)

Keyphrases

convex optimization
convex optimization problems
norm minimization
optimization methods
interior point methods
total variation
machine learning
pairwise
high dimensional data
low rank
convex relaxation
semi definite programming
alternating direction method of multipliers