Asynchronous stochastic convex optimization over random networks: Error bounds.
Behrouz TouriAngelia NedicSundhar Srinivasan RamPublished in: ITA (2010)
Keyphrases
- convex optimization
- error bounds
- theoretical analysis
- interior point methods
- low rank
- total variation
- primal dual
- worst case
- convex relaxation
- complex networks
- convex optimization problems
- norm minimization
- convex formulation
- computer vision
- augmented lagrangian
- low rank matrix
- wavelet synopses
- alternating direction method of multipliers