Accelerated Primal-Dual Algorithms for Distributed Smooth Convex Optimization over Networks.
Jinming XuYe TianYing SunGesualdo ScutariPublished in: AISTATS (2020)
Keyphrases
- convex optimization
- primal dual
- interior point
- convex optimization problems
- interior point methods
- simplex algorithm
- linear programming
- convergence rate
- linear program
- linear programming problems
- convex programming
- low rank
- variational inequalities
- alternating direction method of multipliers
- operator splitting
- learning algorithm
- approximation algorithms
- convex constraints
- quadratic program
- total variation
- augmented lagrangian
- algorithm for linear programming
- convex functions
- optimization problems
- simplex method
- semidefinite programming
- augmented lagrangian method
- worst case
- multiscale