SnapVX: A Network-Based Convex Optimization Solver.
David HallacChristopher WongSteven DiamondAbhijit SharangRok SosicStephen P. BoydJure LeskovecPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- convex optimization
- low rank
- convex optimization problems
- interior point methods
- augmented lagrangian
- total variation
- convex relaxation
- primal dual
- convex programming
- semidefinite program
- norm minimization
- alternating direction method of multipliers
- convex formulation
- convex constraints
- low rank matrix
- evolutionary algorithm
- high quality