Decentralized Projection-free Optimization for Convex and Non-convex Problems.
Hoi-To WaiJean LafondAnna ScaglioneEric MoulinesPublished in: CoRR (2016)
Keyphrases
- convex relaxation
- convex programming
- convex optimization problems
- convex optimization
- optimization problems
- semidefinite
- convex sets
- quadratic program
- semi definite programming
- quasiconvex
- alternating direction method of multipliers
- global optimality
- globally convergent
- convex programs
- piecewise linear
- globally optimal
- fractional programming
- semi infinite programming
- risk minimization
- cooperative
- saddle point
- quadratic optimization problems
- optimization process
- convex hull
- decision problems
- np complete
- distributed systems
- nonlinear programming
- interior point methods
- convex functions
- efficient optimization
- semidefinite programming
- mathematical programming
- optimization methods
- multi label
- linear programming
- quadratically constrained quadratic