Stochastic Convex Optimization: Faster Local Growth Implies Faster Global Convergence.

Yi Xu Qihang Lin Tianbao Yang

Published in: ICML (2017)

Keyphrases

convex optimization
global convergence
convergence rate
primal dual
convergence speed
interior point methods
low rank
convex minimization
search algorithm
evolutionary algorithm
linear combination
global optimum
convex optimization problems
operator splitting