Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis.
Dachao LinYuze HanHaishan YeZhihua ZhangPublished in: NeurIPS (2023)
Keyphrases
- optimization problems
- theoretical analysis
- learning algorithm
- cooperative
- stochastic search
- optimization methods
- benchmark datasets
- multi agent
- approximately optimal
- optimization approaches
- discrete optimization
- stochastic optimization
- computationally efficient
- computational cost
- data structure
- statistical analysis
- distributed systems
- optimization algorithm
- higher order
- optimization procedure
- evolution strategy
- significant improvement
- query processing
- pairwise
- stochastic gradient
- data analysis
- distributed breakout