Optimal and Practical Algorithms for Smooth and Strongly Convex Decentralized Optimization.
Dmitry KovalevAdil SalimPeter RichtárikPublished in: NeurIPS (2020)
Keyphrases
- approximately optimal
- optimization problems
- learning algorithm
- efficient optimization
- combinatorial optimization
- worst case
- computationally efficient
- discrete optimization
- theoretical analysis
- multi agent
- computational cost
- convex optimization problems
- real world
- computational complexity
- optimization algorithm
- objective function
- joint optimization
- genetic algorithm
- dynamic programming
- global optimality
- computationally demanding
- piecewise linear
- convex optimization
- data structure
- significant improvement
- multi objective