Provably Communication-Efficient Asynchronous Distributed Inference for Convex and Nonconvex Problems.
Jineng RenJarvis D. HauptPublished in: GlobalSIP (2018)
Keyphrases
- convex optimization
- inference problems
- optimization problems
- quadratic optimization problems
- communication overhead
- cooperative
- lightweight
- convex functions
- distributed systems
- theoretical guarantees
- convex programs
- asynchronous communication
- convex optimization problems
- fully distributed
- convex programming
- convex relaxation
- communication cost
- np complete
- computer networks
- mathematical programming
- distributed control
- communication networks
- image restoration and reconstruction