Accelerated Primal-Dual Algorithms for Distributed Smooth Convex Optimization over Networks.
Jinming XuYe TianYing SunGesualdo ScutariPublished in: CoRR (2019)
Keyphrases
- convex optimization
- primal dual
- convex optimization problems
- interior point
- interior point methods
- simplex algorithm
- linear programming
- convergence rate
- linear programming problems
- convex programming
- low rank
- linear program
- variational inequalities
- semidefinite programming
- alternating direction method of multipliers
- total variation
- quadratic program
- simplex method
- approximation algorithms
- augmented lagrangian
- computational complexity
- convex relaxation
- convex functions
- learning algorithm
- computationally intensive
- worst case