Linearization Algorithms for Fully Composite Optimization.
Maria-Luiza VladareanNikita DoikovMartin JaggiNicolas FlammarionPublished in: COLT (2023)
Keyphrases
- optimization problems
- optimization methods
- stochastic search
- learning algorithm
- computational complexity
- computational cost
- theoretical analysis
- computationally efficient
- combinatorial optimization
- global convergence
- benchmark datasets
- significant improvement
- optimal solution
- efficient optimization
- approximately optimal
- machine learning
- discrete optimization
- evolution strategy
- optimization procedure
- optimization strategies
- data clustering
- global optimization
- times faster
- classification algorithm
- data mining algorithms
- data mining techniques
- bayesian networks
- image processing
- social networks