Asynchronous Distributed Optimization via Dual Decomposition and Block Coordinate Ascent.
Yankai LinIman ShamesDragan NesicPublished in: CDC (2019)
Keyphrases
- dual decomposition
- coordinate ascent
- energy minimization
- image recovery
- map inference
- global convergence
- markov logic
- distributed systems
- lagrangian relaxation
- markov random field
- max margin
- structured prediction
- energy function
- image processing
- parameter learning
- feasible solution
- optimization algorithm
- graphical models
- multi class
- multi objective
- multiscale