Optimal Algorithms for Distributed Optimization.
César A. UribeSoomin LeeAlexander V. GasnikovAngelia NedicPublished in: CoRR (2017)
Keyphrases
- approximately optimal
- optimization problems
- worst case
- discrete optimization
- optimization methods
- times faster
- computationally efficient
- optimal design
- computational cost
- data structure
- dynamic programming
- distributed systems
- optimization approaches
- theoretical analysis
- machine learning
- orders of magnitude
- distributed environment
- stochastic search
- optimization procedure
- globally optimal
- exhaustive search
- machine learning algorithms
- convergence rate
- data mining algorithms
- optimization algorithm
- upper bound
- significant improvement
- evolutionary algorithm
- computational complexity
- objective function