Optimal Algorithms for Stochastic Multi-Level Compositional Optimization.
Wei JiangBokun WangYibo WangLijun ZhangTianbao YangPublished in: ICML (2022)
Keyphrases
- optimization problems
- worst case
- approximately optimal
- optimal design
- stochastic search
- data structure
- discrete optimization
- joint optimization
- optimization methods
- computational cost
- exhaustive search
- monte carlo
- optimal selection
- optimality criterion
- stochastic optimization
- optimal solution
- learning algorithm
- combinatorial optimization
- genetic algorithm
- orders of magnitude
- benchmark datasets
- machine learning algorithms
- optimization algorithm
- theoretical analysis
- evolutionary algorithm
- stochastic programming
- search algorithm
- monte carlo methods