Accelerating Distributed Optimization: A Primal-Dual Perspective on Local Steps.
Junchi YangMurat YildirimQiu FengPublished in: CoRR (2024)
Keyphrases
- primal dual
- linear programming
- saddle point
- interior point methods
- convex optimization
- linear program
- affine scaling
- line search
- convex programming
- convex optimization problems
- variational inequalities
- approximation algorithms
- linear programming problems
- algorithm for linear programming
- convergence rate
- distributed systems
- interior point algorithm
- simplex algorithm
- nonlinear programming
- semidefinite programming
- optimization problems
- np hard
- simplex method
- constrained optimization
- convex relaxation
- interior point
- infeasible interior point
- global convergence
- semidefinite
- multiple objectives
- pairwise
- valid inequalities
- convex functions
- quadratic programming
- integrality gap
- combinatorial optimization
- computer vision